{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Multidimensional Transmission Spectra with TRIDENT\n", "\n", "This tutorial demonstrates how to generate 2D transmission spectra forward models. \n", "\n", "TRIDENT can generate spectra for two different classes of 2D models: (i) atmospheres with day-night temperature, composition, and cloud variations; or (ii) atmospheres with morning-evening terminator variations (but uniform along the day-night transition)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Example: A 2D Ultra-hot Jupiter\n", "\n", "Let's begin by considering a 2D model of an ultra-hot Jupiter. For this example, we'll use planetary properties for WASP-121b ($T_{\\rm{eq}}$ = 2450 K).\n", "\n", "We start by specifying the star and planet properties:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_star, create_planet\n", "from POSEIDON.constants import R_Sun, R_J\n", "import numpy as np\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 1.46*R_Sun # Stellar radius (m)\n", "T_s = 6776.0 # Stellar effective temperature (K)\n", "Met_s = 0.13 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.24 # Stellar log surface gravity (log10(cm/s^2) by convention)\n", "\n", "# Create the stellar object\n", "star = create_star(R_s, T_s, log_g_s, Met_s)\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'WASP-121b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.753*R_J # Planetary radius (m)\n", "log_g_p = 2.97 # Gravitational field of planet (cgs)\n", "T_eq = 2450 # Equilibrium temperature (K)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, log_g = log_g_p, T_eq = T_eq)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A 2D Day-Night Gradient Model\n", "\n", "For 2D models with day-night temperature and/or chemical composition gradients, we need to provide a few more model settings to the ``define_model`` function:\n", "\n", "* ``𝗧𝘄𝗼𝗗_𝘁𝘆𝗽𝗲`` is a string identifying whether the 2D model is for day-night variations ('D-N') or evening-morning terminator variations ('E-M'). The second case is covered later in this tutorial.\n", "* ``𝗣𝗧_𝗱𝗶𝗺`` is an integer specifying the dimensionality of the pressure-temperature profile. For 2D models, ``PT_dim = 2``.\n", "* ``𝗫_𝗱𝗶𝗺`` is an integer specifying the dimensionality of the chemical mixing ratios. If you want the abundance of *any* chemical species to vary between the regions, set ``X_dim = 2``. Note: you don't need both ``PT_dim`` and ``X_dim`` to equal 2 for a 2D model (e.g. ``PT_dim = 2`` and ``X_dim = 1`` would have a day-night temperature gradient but uniform abundances between the dayside and nightside).\n", "* ``𝘀𝗽𝗲𝗰𝗶𝗲𝘀_𝗗𝗡_𝗴𝗿𝗮𝗱𝗶𝗲𝗻𝘁`` is a list specifying which included chemical species will vary in abundance between the dayside and nightside (when ``X_dim = 2``).\n", "\n", "Let's define a model atmosphere with a day-night temperature gradient containing $\\rm{H}^{-}$, $\\rm{H}_2 \\rm{O}$, and $\\rm{CO}$. We'll allow $\\rm{H}^{-}$ and $\\rm{H}_2 \\rm{O}$ to vary between the dayside and nightside, but assume $\\rm{CO}$ has a uniform abundance." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Free parameters: ['R_p_ref' 'T_bar_DN_high' 'Delta_T_DN_high' 'T_deep' 'log_H-_bar_DN'\n", " 'Delta_log_H-_DN' 'log_H2O_bar_DN' 'Delta_log_H2O_DN' 'log_CO' 'beta']\n" ] } ], "source": [ "from POSEIDON.core import define_model\n", "\n", "#***** Define model *****#\n", "\n", "model_name = '2D_Ultra-hot' # Model name used for plots, output files etc.\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H-', 'H2O', 'CO'] # The trace gases are H-, H2O and CO\n", "\n", "# Specify which chemical species vary in abundance between the dayside and nightside\n", "DN_vary = ['H-', 'H2O'] # Only H- and H2O change from day to night\n", "\n", "# Create the model object\n", "model = define_model(model_name, bulk_species, param_species, \n", " PT_profile = 'gradient', X_profile = 'isochem', # P-T profiles with a vertical gradient, mixing ratios uniform with pressure\n", " TwoD_type = 'D-N', PT_dim = 2, X_dim = 2, \n", " species_DN_gradient = DN_vary)\n", "\n", "# Check the free parameters defining this model\n", "print(\"Free parameters: \" + str(model['param_names']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that this 2D model is defined by 10 parameters. The P-T profile is defined by the terminator temperature at the top of the atmosphere, $\\bar{T}_{\\rm{DN}, \\, high}$, the temperature difference between the dayside and nightside at the top of the atmosphere, $\\Delta T_{\\rm{DN}, \\, high}$, and the temperature in the deep atmosphere, $T_{\\rm{deep}}$. Similarly, the abundance profiles for $\\rm{H}^{-}$ and $\\rm{H}_2 \\rm{O}$ are defined by the terminator (log) abundance and the difference between the dayside and nightside (log) abundances. Since we assumed $\\rm{CO}$ has a uniform abundance, it only requires one parameter. Finally, $\\beta$ is the *opening angle* between the dayside and nightside.\n", "\n", "Now let's specify the required parameters and generate this 2D atmosphere." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "import numpy as np\n", "\n", "# Specify the pressure grid of the atmosphere\n", "P_min = 1.0e-9 # 0.1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# We'll space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure and radius\n", "P_ref = 10.0 # Reference pressure (bar)\n", "R_p_ref = R_p # Radius at reference pressure\n", "\n", "# Provide a specific set of model parameters for the atmosphere \n", "PT_params = np.array([1800, 1000, 2200]) # T_bar_DN, Delta_T_DN, T_deep\n", "log_X_params = np.array([-10.0, +4.0, -4.3, -2.0, -3.0]) # log(H-), Delta(H-), log(H2O), Delta(H2O), log(CO)\n", "geometry = np.array([20]) # Opening angle Beta (in degrees)\n", "N_slices = 10 # Number of discrete slices over terminator transition (angular width = N/beta), defaults to 4 if not specified\n", "\n", "# Generate the atmosphere\n", "atmosphere = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, geometry_params = geometry,\n", " N_slice_DN = N_slices)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what this 2D atmosphere look like:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_geometry\n", "\n", "# Produce plots of atmospheric properties\n", "fig_geom = plot_geometry(planet, star, model, atmosphere)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see a temperature gradient between the upper atmosphere of the dayside and nightside, with the transition occurring linearly over a 20° opening angle. This plot is *to scale*, demonstrating that the dayside atmosphere of ultra-hot Jupiters is much more spatially extended than the nightside.\n", "\n", "The panel on the left is a slice through the terminator plane, which demonstrates that the temperature profile is the same for all angles about the observer's line of sight (i.e. this model is 2D because it assumes azithumal symmetry).\n", "\n", "We can also plot the dayside, terminator, and nightside P-T profiles separately:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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khbIyFc6dYwsKURUHr4rPBWx1J6pUWSxaWlsLTmJ8OBuajFpQUEULyunTfFMkqmJ/p1gsZMsiUaXKbmi2LBo2FoukdSwWidRwYDc00X+xZdE4WIkOQKbH398FcrktTp/mmyJRlUadgNH7AI+2opMQGYzyyjGLLBYNGotF0jqZTIagoEY4fjwdJSXlsLHhkghEsJMDzfqJTkFkUFScDW0U2A2tBmdDN1z//s2Qn1+KI0dSREchIiIDVVZUBACwtLMTnMT4cDa0YJwN3XCRkS0AAD/+eFlwEiIiMlSVxaIVi0WNcTY0Gb2goEbw9nbAjz9eEh2FiIgMVDmLRaPAYpF0wsJChoiIAPzxRxauXs0RHYeIiAxQVcuivb3gJFQbFotqcMyidlR2Re/axa5oIgBAeQlw6wJQdFt0EiKDUM4xi/XGMYuCccyidoSF+cPSUsauaKJKF7cBK1sBl3eKTkJkEEoLCwGwG7o+9Dlm0WyWzgkJCYHdnR/Grl27Yv78+YITmT653A49ejTG3r3JyM0tgbMzl0YgM+caUPH59kWxOYgMRFXLoq2t4CRUG7NpWRw0aBAOHDiAAwcOsFDUo0cfbYOCgjKsXfun6ChE4rk/AEAGZP4hOgmRQSjNz4eVnR0sLLkeryEzqGIxMzMTMTExCAgIUPv8smXL0KlTJ/To0QORkZG4du1ana+dlJSE+fPnY/bs2Thz5kyt53LMovY88kgbODlZY/nyREiSJDoOkVjWjoBbSyAjUXQSIoNQkpcHa0dH0TGMklmOWTx79iyio6Ph4eGhtqiIj4/HvHnzkJCQgCNHjiAkJATDhw+HSqWq0/Vfe+01vPzyy5g1axZGjx6NvLy8Gs/lmEXtcXa2waOPtsWpUzdx4kS66DhE4nkGArcvAKUFopMQCVeanw9rJyfRMYySWa6z6OnpCYVCgeDgYLXPL1iwAOPGjYOnpycAYMaMGUhMTMS+ffuqzgkJCbnrIyYmBgCqruvq6gpPT0/89ddfOv6KqNLkyYEAgOXL2ZpCBK9AQFIBWedEJyESrpQti0bBYCa4+Pj41PhcSUkJjh8/jqlTp1Ydk8vl8Pf3x+HDhxEWFgYAOHr0qNrX//XXX/j1118xceJEqFQqpKWloWnTpjXeLzY2FkOHDmXropZ06uSNbt18sXbtX/joo1DI5Zz1RmasxWDA2glw9BWdhEi40vx8OPry30J9KBQKbN++XS/3MphisTaZmZkoKyuDu7t7tePu7u5IS0u75+tdXFywdetWpKSkICUlBbNnz4a3t3eN58fFxcHFxaXBuen/Jk8OxBNPKLB69Tk8++yDouMQiePdueKDiNiy2ADh4eHo3r07li5dqvN7GUWxWEkmk9Xp2H/5+flhy5YtOkhEdTV27AOYOfMAli49jWnTgmBpaTAjIIiISJDS/HwWi0bAKIpFLy8vWFlZITs7u9rx7OzsWruv6ys2NhY2NhVrAoaHh7M7WgscHKzxzDNBiIs7hjVrzmHChPaiIxERkUBlRUUoLymBraur6ChGRaFQVK3YUlJSopd7GkWxaG1tjeDgYCQlJVUdUyqVSE5ORs+ePbV+P3ZD68ZLLwXjs88SMWfOEcTEPABbW6P48SMiIh0oVioBgMWihv7diJWTk6OXbmij6QucNWsW1qxZg6ysLADA4sWLERgYiP79+wtORnUll9vh1Ve7Ijk5B59/nnTvFxARkclisWg8DKZpp7CwEBEREUhPT0d6ejpCQ0MRHR2N6dOnAwCioqKQnp6OsLAw2NnZQS6XY9u2bbCwMJp6lwBMn94Jixb9jnfe+RVPPNEeTk7cApDMlKocyEsBXJqJTkIkRGWxaMNi0eAZTLFob2+PAwcO1HrOtGnTMG3aNP0EIp1wcLDGm292x5QpCfjkk5N4443uoiMRibGhf8Vai1NvAHWYqEdkakrYsmg02CxHevfEE+3RsqUcH354HFlZhaLjEInRKAgozABuXRCdhEgIdkMbDxaLpHfW1paYN68XcnJK8Pbbv4qOQyRG414Vn68fFJuDSBAWi8aDxSIJMWZMa4SE+GLJklP47bd7L6xOZHKahAKQAcl7RCchEqLo1i0AgJ2bm+AkdC8sFkkICwsZVqwIh6WlDJMmKVBSUi46EpF+OXgCvl0rikVVmeg0RHpXdGd1E7v/7M5GhofFIgnTrp0nXn89BGfPZuL994+JjkOkf80jgGIlkMrhGGR+iu5stGHn4SE4Cd0Li0US6rXXuqF9e0+8885RnDuXKToOkX61HgM89Akgbyk6CZHeFVYWi3K52CB0TywWSSgbG0usWBGOsjIVJk1SoLxcJToSkf54tAEefA5w8hWdhEjvirKyYCuXw8LKYFbxoxqwWCThunXzxfPPd8bRo2lYsuSU6DhERKQHRdnZHK9oJFgskkGYN68nAgJcERt7CP/8c0t0HCIi0rFCFotGg8UiGQRHRxusWBGOwsIyjB27A8XFnB1KRGTKCjMzYe/pKToG1QGLRTIY/fo1w+uvh+D3329g1qyfRcchIiIdKcnPR1lBARy8vERHoTpgsUgGZc6cHujTpwmWLDmFTZvOi45DpB+SBKSfqPggMgOFGRkAAHsWi0aBxSIZFCsrC3z//WB4etpj0iQFLl26LToSke4V3QLWdgeOzBGdhEgvCu4Uiw6NGglOQnXBYpEMTuPGzli9OhJKZTFiYnZwdxcyffbuQNN+QHICUHRbdBoinatsWWQ3tHFgsahGbGwsFAqF6BhmbdCgALz6alccP56OV145KDoOke61Gg2oSoGLW0UnIdK5gps3AbBYbAiFQoHY2Fi93IvFohpxcXEIDw8XHcPszZvXCz17NsYnn5zE5s0XRMch0q2WIwCZJXB+g+gkRDpXwDGLDRYeHo64uDi93IvFIhksKysLrF1bMX5x/PgfcfZshuhIRLrj4An4DwCuKIACbn1Jpq2qZZFjFo0Ci0UyaE2bumDTpmEoKirHsGFbkJVVKDoSke60fQxQlQHJHAZDpq0gPR0A4ODtLTgJ1QWLRTJ4ffo0xdKl/XH5shLR0dtQWsoJL2SiWo4EJpwF2jwqOgmRTuXfuAFrJyfYODqKjkJ1wGKRjMLTT3fE9OmdcODANTz//E+i4xDphrUD4NlOdAoinSu4cQOObFU0GiwWyWgsXBiKfv2aYdmy01i+/LToOEREVE/56ensgjYiLBbJaFhbW+KHH4bivvvkePbZ/Thw4KroSEREpCFVeTkKMzPh6OMjOgrVEYtFMioeHvbYunUE7O2tEB29nTu8EBEZmcLMTEgqFVsWjQiLRTI67dp54vvvByM7uxCRkfHIzuYMaSIiY5F/ZyY0WxaNB4tFMkpDhtyHTz7ph7//zsaIEVtRVFQmOhKRdv21DljdGShWik5CpFX5aWkAACdfX8FJqK5YLKrB7f6Mw4wZD+L55zvj0KHrmDhxN1QqSXQkIu0pyQNu/l5RNBKZkLw7xSJbFhuG2/0Jxu3+jMeCBX0RFXU/1q37C7Gxh0THIdKeB8YC1o7A2a9EJyHSqsqWRUe2LDYIt/sjqiNLSwusWROJkBBffPDBb1xSh0yHjTPQagyQfhzIOCM6DZHWsFg0PiwWyejZ21tj27aRuO8+OZ55Zh927rwoOhKRdnR4suIzWxfJhOSlpQEyGRflNiIsFskkeHk54Mcfo+DmZoexY3fg5Ml00ZGIGs6vO+D+AHBuNVBWLDoNkVbkp6XBwcsLFlZWoqNQHbFYJJPRqpU7tm0bgbIyFSIj43Hx4m3RkYgaRiYDOr8IdHgKKC8SnYZIK/LT0tgFbWRYLJJJ6dGjMdauHYLMzEIMHLgBN27ki45E1DCBTwJ93gdsXUUnIWowSZKQn5YGJz8/0VFIAywWyeSMHHk/li0bgEuXlIiI2IScHHbfEREZguLbt1FWVMRi0ciwWFSD6ywav8mTO2Lu3B44deomoqK2oriYi3YTEYmWl5oKgDOhtYHrLArGdRZNw5tvdseUKR2xb99VTJiwi4t2ExEJVrV7C1sWG0yf6yxyKhKZLJlMhiVL+uPmzQKsX/83vL0d8cknD0Emk4mORkRklipbFlksGhe2LJJJs7S0wHffDUafPk3w6ae/44MPfhMdiaj+clOAMytFpyCqt6qt/lgsGhUWi2Ty7OyssHXrCAQGeuG11w7hq6+4GwYZqUOvAnsmAVnnRCchqpf8ypZFjlk0KiwWySzI5XbYtWsUAgJc8fTTe7B58wXRkYg0Fzi54nPicrE5iOopLzW1YvcWHx/RUUgDLBbV4Gxo0+Tn54Q9e6Lh5WWPmJgd+Omnq6IjEWmmcU/Aox1w7luglGuIkvHJS02Fo7c3d2/RAn3OhpZJksQponfk5OTA1dUVSqUSLi4uouOQjpw+fRN9+66DJAE//TQGnTvzN1wyIqeWAvunAwNXAB0miU5DpJEvAgJg7+6Ox06eFB3FJOirbmHLIpmdoKBG2L59JEpLVRg0aBP+/jtbdCSiumv7GGDtCCR+JjoJkUYkSUJ+aiontxghFotklvr0aYoffhiKW7eKMHDgBly/nis6ElHd2LoADzwCFNys+CAyEoVZWSgvKeGyOUaIxSKZraFD78PKlYNw9WouwsM3IiurUHQkorrpMx948jLg0Eh0EqI6y+cai0aLxSKZtfHj2+Gjj0Jx7lwWIiM3IS+vRHQkonuzkwMWlqJTEGmEC3IbLxaLanA2tHl54YUuiI3tht9+S8eIEVu4jzQRkQ7kpaQAAJwaNxacxDRwb2jBuDe0+XnnnV5V+0g/8shOlJWpREciIjIpbFnULn3uDc1ikQj/30d67NjWiI+/gMmT94CrShERaQ9bFo0XV8UkusPS0gLffhsJpbIYK1eehbu7HebP7wuZTCY6GlHt8m8Ajt6iUxDVKi81FRbW1rD38BAdhTTElkU1OGbRfNnYWGLTpuHo2bMxFiw4gQ8++E10JKLaHZ4NfNEUyE0RnYSoVnmpqXDy84PMgqWHNnAHF0G4gwtVun27CKGh65GYmIHly8MweXJH0ZGI1PtnG7B1ONB9DtBjrug0RDX6zNcXrgEBeOTIEdFRTAZ3cNGBy5cvw8XFBb/88ovoKGTg5HI77N4djfvuk2Pq1ASsX/+X6EhE6rUYDDg3A5K+AMpLRachUktVVob8Gze4e4uRMptiUaVSYf78+WjXrp3oKGQkfHwcsXfvaPj6OmHcuB+xa9cl0ZGI7mZhCXScDOSnARe3ik5DpFZ+ejogSXDm5BajZFDFYmZmJmJiYhAQEKD2+WXLlqFTp07o0aMHIiMjce3atTpf++OPP8bkyZNha2t7z3M5ZpEqNW/uioSEaLi42GDUqG04dOi66EhEd2s/CbCwBk4vE52ESK3KmdBsWdQes1xn8ezZs4iOjoaHh4faJUvi4+Mxb948JCQk4MiRIwgJCcHw4cOhUt17PbzTp08DAIKCguqUhess0r+1beuJ3btHwdJShiFD4nHq1A3RkYiqc/QGWkUD134Csv8WnYboLpVrLLJlUXvMcp1FT09PKBQKBAcHq31+wYIFGDduHDw9PQEAM2bMQGJiIvbt21d1TkhIyF0fMTEx2LlzJ4qKivD+++/j6tWr+O677/Dzzz/r5esi0xAc7Itt20aiuLgc4eEbcf58tuhIRNV1iwVG7wfcWolOQnSX3Mo1FtmyaJQMZp1FHx+fGp8rKSnB8ePHMXXq1Kpjcrkc/v7+OHz4MMLCwgAAR48eved9du/ejUcffRS9evWq8ZzY2FgMHTqUrYtUzUMPNcP69UMxatRWDBiwAYcPP4ymTTlrngyEZ3vRCYhqlF+5ewtbFrVGoVBg+/btermXwbQs1iYzMxNlZWVwd3evdtzd3R1paWl1vs4XX3yB5ORkfPvtt/jrr5pnt7IbmmoyfHhLrFw5CNeu5SIsbCNu3swXHYmIyOCxZVH79NkNbTAti3WhbicNTXbXePrpp/H0009rMxKZofHj2+H27WI899x+DBq0CT/9NBaurveeOEVEZK7yU1Nh7eQEG2dn0VGoHoyiWPTy8oKVlRWys6uPE8vOzq61+7q+YmNjYWNjA6CicmcrI/3XjBkP4tatIsydewTDhm3G7t2jYG9vLToWEZFByk1J4eQWLVEoFFUrtpSUlOjlnkZRLFpbWyM4OBhJSUlVx5RKJZKTk9GzZ0+t3y8uLo47uNA9vflmd9y6VYRFi37H6NHbsXnzcFhbW4qORURkcPJSUuDdubPoGCbh341YOTk5WLp0qc7vaRRjFgFg1qxZWLNmDbKysgAAixcvRmBgIPr37y84GZkrmUyGhQsfwuOPt8POnZcwYcIulJffeyknIp27kgCs7wsU3BSdhAgleXkoyclhy6IRM5iWxcLCQkRERCA9PR3p6ekIDQ1FdHQ0pk+fDgCIiopCeno6wsLCYGdnB7lcjm3btsGCG5KTQBYWMnz5ZTiUyhKsXfsXXF1tsWzZAI3G0hJpXfFt4PpB4MxKoNurotOQmcvjTGijZzDFor29PQ4cOFDrOdOmTcO0adP0E4iojqysLPD994MxZEg8li9PhJubHeLieouOReas5QjA0QdIWg4Ev1SxJSCRIFXFImdCGy02yxFpgZ2dFbZsGYFu3Xzx3nvH8OGHv4mORObM0hro8DSQkwxc/lF0GjJzlVv9sWXReLFYJNISJycb/PhjFNq398TLLx/El18m3ftFRLoS+BQgswRO637wO1Ft8rjGotFjsUikRe7u9tizJxotWrhi8uQ9+OGHmhd/J9Ip5yZAy+HAFQVw+6LoNGTGOGbR+LFYJNIyX18n7N07Gj4+jhg37kfs3n1ZdCQyV51mAO2fAGT8r57EqWxZdPT1FZyE6ov/gxDpQECAHAkJo+HsbIOoqK345ZfroiOROWraFwj/CnANEJ2EzFheaiocGjWCpTU3LjBWLBaJdKRdO0/s2jUKlpYyDBmyGadPc807IjI/eSkp7II2ciwWiXSoa1dfbN06EkVFZRg4cAPOn8++94uIiEyEJEnIS03l5BYjx2KRSMf69WuG9euHIju7CAMGbMC1azmiIxER6UVhZiZUpaVsWTRyLBaJ9GD48JZYuXIQrl3LRVjYRty8mS86EhGRznFBbtPAYpFIT8aPb4dPP+2Hv//OxqBBm6BUFouOROakOAc4vQwozBKdhMwIF+Q2DSwWifTo2WcfxFtv9cCpUzcxZEg8CgpKRUcic3FpB7DvGeDs16KTkBnhGoumgcUikZ7Nnt0dzz/fGb/8koLo6G0oKSkXHYnMwf2jAHsvIPEzQFKJTkNmgru3mAYWi0R6JpPJ8NFHoZg4sT127bqM8eN/RHk537xJx6xsgQ5PAspLFbu6EOkBWxZNA4tFIgEsLGT44ouBiIq6H+vX/41p0/ZCkiTRscjUdZxcsZvL6WWik5CZyEtJgaWNDew9PERHoQZgsahGbGwsFAr+5k26ZWVlge+/H4ywMH988UUSXnvtkOhIZOpc/IEWQ4BLOwHlFdFpyAzkpabC0c8PMplMdBSTo1AoEBsbq5d7ySQ2Z1TJycmBq6srlEolXFxcRMchM5GXV4KwsA04ejQN77/fG6+80k10JDJlVxTAjrFAxBrgviGi05CJW+btDXnLlnjk8GHRUUySvuoWtiwSCebkZIMffxyFwEAvvPrqIXz+eaLoSGTK/MOAySksFEnnyktLUXDzJscrmgAWi0QGwM3NDgpFNFq2lGPq1ASsW/eX6EhkqmQWgLWj6BRkBvLT0gAAziwWjR6LRSID4ePjiISE0fDzc8Jjj/2InTsvio5ERFRvlcvmOHLZHKPHYpHIgDRv7oqEhNFwdbVFdPR2HDx4TXQkIqJ6qVw2hy2Lxo/FIpGBadPGA7t3j4K1tQWGDt2M33+/IToSEZHGuNWf6WCxSGSAunTxwbZtI1BcXI7w8I346y/u50s6UpABlOSKTkEmqGpBbnZDGz0Wi0QGKjS0GTZsGIZbt4oQFrYRyclK0ZHI1Fw/CHzRBDjzlegkZILYsmg6WCwSGbChQ+/DqlURSEnJRVjYRty4kS86EpkS72DA2glIXMb9oknrclNSYOvqCmsHB9FRqIFYLBIZuEcfbYslS/rjwoVbCA/fiNu3i0RHIlNhbQ+0fwK4dQG4ul90GjIx+ampbFU0ESwW1eB2f2Ropk3rhHff7YXExAwMGbIZ+fkloiORqeg4BYCM+0WT1uWmpLBY1CFu9ycIt/sjQyZJEl5++WcsWHAC4eHNsW3bSNjYWIqORaYgPrJiG8AnrwAuTUWnIRNQkpuLT11c0G7CBER8843oOCaL2/0RUTUymQzz5/fFk092gEJxBePG7UR5OceZkRZ0nFYxZvHcKtFJyETkVk5u4Uxok2AlOgAR1Z1MJsPy5WFQKouxYcN5uLgk4MsvB0Imk4mORsYsIAIYtglowf2iSTvyK5fNYTe0SahzsXj+/HmsW7cOhw4dwvnz55GVlYWSkhI4ODjAz88P7dq1w8CBAzF27Fh24RLpkKWlBdasGYycnBJ89dUZuLnZYv78viwYqf4sLIH7o0SnIBPClkXTcs9u6Js3b2Ls2LFo06YN5s6dizNnzsDNzQ0dO3ZE9+7d0aZNG0iSBIVCgcmTJ6Nx48b44IMP9JGdyGzZ2Fhi06Zh6NmzMRYsOIH33jsmOhIRUZU8FosmpdaWxatXr6J3795o3Lgx1q9fj/79+8PNza3G8y9duoT4+HgsXLgQJ0+exA8//KD1wERUwdHRBjt2jMRDD/2A11//BW5udpg6NUh0LCKi/+/ewm5ok1Bjy6IkSRg9ejRefPFFHDlyBNHR0bUWigDQokULzJo1C//88w/y8vLw3nvvaT0wEf2fXG6H3btH4f773fDMM3vx/fd/io5ERIS8lBTILCzg6OMjOgppQY3FYmFhIZYvX44ZM2ZofFEHBwds2bIFAwYMaFA4UbjOIhkTb29H7N07Go0bO2P8+B+xfftF0ZGIyMzlpabCwdsbFlacR6srBrvO4ttvvw0AiIyMRJcuXXQWShSus0jG7K+/stC79zrk5pZg9+5RCA1tJjoSGaOca8C+Z4AWkXcW7CbS3OfNmsGhUSM8duKE6CgmzSDXWZw7dy4OHDgAlYpruxEZmgce8IBCEQ1bW0sMHboZJ06ki45ExsjeHUg5CJxaDHDPBqoHSaVCfloaxyuaEI2KRXd3dyQkJKBr1666ykNEDfDgg97YsSMKZWUSBg3ahHPnMkVHImNj7Qi0mwhknQOuHxSdhoxQQUYGVGVlnAltQjQqFh944AHk5+fXes4bb7zRoEBE1DC9ezdBfPwwKJXFGDhwI65cUYqORMam49SKz6eXis1BRonL5pgejYrFDz74AFOmTMGNGzdqPGflypUNDkVEDRMR0QJr1kQiNTUPAwZsQHp67b/kEVXj3grwDwP+2QzkpYpOQ0aGy+aYHo2mKc2ePRtXr15Fs2bN0LJlS3h5ecHConq9mZ2drdWAIsTGxmLo0KEIDw8XHYWo3saOfQBKZTEmT07AwIEb8PPPMXBzsxMdi4xFx2lAcgKQ9CXQY47oNGREqloWWSzqlEKhwPbt2/VyL41mQ1tZWaFp06a1nnP9+nWUlpY2OJgInA1NpuiDD47h1VcPISTEFwkJo+HkZCM6EhkDVRmw5ymg3QSgaajoNGREDs+Zg1/ffhsTzpyBV/v2ouOYNH3VLRq1LHp5eeHy5cu1nuPr69ugQESkXa+80g23bhXjgw9+Q1TUVmzfPhK2tlz7jO7BwgoY9LXoFGSEOGbR9Gg0ZnH+/Pn3POebb76pbxYi0pH33uuNyZM7IiEhGY88shNlZVz+ioh0IzclBVZ2drC7x65vZDw0KhYfe+yxe55z/PjxeochIt2QyWRYurQ/xo5tjfj4C3jqKQVUKq6hR0Tal5+aCqfGjSGTyURHIS2pd19Ubm4ubt26Ve2YJElYvHgxl88hMkCWlhb49ttI5OSU4Jtv/oBcboeFC0P5HzoRaVVeSgo82rYVHYO0SONicfny5Xj33XeRmmq6yylwNjSZKhsbS2zcOAyDBm3CJ5+chJubLd58s4foWERkIsqKi1GYlcWZ0Hqgz9nQGhWLS5YswQsvvIDo6Gi0bNkSH3/8MWbNmgUAuHr1KtauXYsnnnhCJ0H1KS4ujrOhyWQ5OFhj+/aReOih9Zgz5wjkcjvMmPGg6FhkyMpLgX+2ANYOQIvBotOQAatcY9GRk1t0Ljw8HN27d8fSpbpfPF+jYnH58uVYu3YtRo0aBQBYsWIF5sz5//pbY8eOxQ8//KDdhESkda6utlAootG79zo899x+yOW2GD++nehYZKjKi4A9kwDXACAgEuDQBapB/p1i0ZktiyZFowkuqampVYUiUDFG8d8GDhyIo0ePaicZEemUl5cDEhKi0ayZM554Yje2bv1HdCQyVDbOQNsJQEYSkHpEdBoyYLlcNsckaVQsOjk5oaysrNrjtLS0qse3b9/GtWvXtJdOkNjYWCgUCtExiHSuaVMXJCSMhoeHPcaM2Y79+6+KjkSGKqhyv+hlYnOQQcvnVn96o1AoEBsbq5d7aVQstm7dGq+99lpVwdipUyc88cQTOHnyJE6ePIlx48bh/vvv10lQfYqLi+PkFjIbrVq5Q6GIhr29FYYN24zffku794vI/Hi0rdjJ5fwGoOCm6DRkoHK51Z/ehIeHIy4uTi/30qhYfPTRR/HNN99gxIgRAICXXnoJ+/fvR9euXdG1a1coFArMnj1bFzkbpLCwECNGjMAHH3yAxx9/HF999ZXoSEQGJSioEXbujIJKJSEiYhPOns0QHYkMUcdpgKoUOLNCdBIyUJUti47czc2kaLQ3tDrHjx/Hd999Bzs7O4wcORLdunXTVjatyc/Pxw8//ICJEyciLy8PTZs2vWuNSIB7QxMpFJcxdOhmeHra45dfHkaLFnLRkciQlJcCK1sB948CQheITkMGaF1oKDLPnMH0rCzRUcyCvuqWBheL2pSZmYnp06fj2LFjavegXrZsGb788kvY29tDLpfj888/R9OmTTW6xx9//IGnnnoKR47cPUi78pv+zDPPcJ1FMlsbNvyNmJgdaN7cBb/88jB8fZ1ERyJDUl4CWNqITkEGasX998PKzg6PnzkjOorJq1xncenSpYZZLJ4/fx7btm2rKuhatGiBIUOGoHXr1vUOcvbsWUyfPh3t2rXDzp07ceXKlWrPx8fH45lnnsGZM2fg6emJt99+G1u2bMGJEydgYVG33vQvv/wS3377Ld5//3307NnzrufZskhUYcWKJDz11B60a+eBn3+OgYeHvehIRGTgJEnCIicnNOndG9G7d4uOYxYMsmVRpVJh5syZWLp0KVQqVfULyWSYNm0aPv3003ptH5aeng43NzesXbsWc+fOvatY7NGjB3r27IkPP/wQQMXMaw8PD+zevRthYWEAgJCQkLuu27x5c6xbt67qcUFBATp16oSDBw/C29u72rksFon+b8GC43jppZ/RtasP9u4dA2dntiYRUc2Kbt/GEjc3tJ84EYNWrhQdxyzoq27RaFHuefPmYdmyZRg+fDgiIyPh6+sLSZKQlpaGHTt2YPny5fD09Ky2UHdd+fj41PhcSUkJjh8/jqlTp1Ydk8vl8Pf3x+HDh6uKxZrWeDx37hzy8/MRHBwMBwcHODg44ObNm3cVi5W43R8RMGtWMG7dKkJc3DGMGLEFO3dGwc6u3tvJE5GJy+OyOXplsNv9rVixAuvWrau2MHelJ598Ehs3bsTMmTPrVSzWJjMzE2VlZXB3d6923N3dvdo6jzWxsbFBXFwc2rdvj9TUVERERKBDhw41ns/t/ogqvPNOL9y+XYxly04jJmYHNm4cBisrjRZRICIzkcdlc/TKYLf7KykpUVsoVoqOjsYzzzzT4FA1Ude9XZcu75YtW2LNmjW6iERk0mQyGRYv7o/bt4vx/fd/4oknduObbyJgYcHt3ghAaQGQex1wbyU6CRmAqpZF7t5icjQqFps3b45bt27Bzc1N7fNZWVnw08EPiZeXF6ysrJCdnV3teHZ2dq3d1/UVGxsLG5uK8Vnh4eHsjiazZmEhwzffDEJOTjFWrz4HudwWixb1q9fYZDIhqjJgZWvAoREw7gT3i6b/tyyyWNQphUJRtctcSUmJXu6pUbH4/vvvY9KkSVi8eDEa/6eZ+fr165gyZQrefPNNrQYEAGtrawQHByMpKanqmFKpRHJystpZzQ3Fbmii6qytLfHDD0MREbEJixefgpubHd56S/v/9siIWFgBLQYDSZ8D6ccB366iE5Fg7IbWj383YuXk5Ijvhu7Xr99dxy5duoSAgAC0aNGiaoLIjRs3cOnSJbi5uaGwsBAjR47UetBZs2Zh+vTpeOWVV+Dh4YHFixcjMDAQ/fv31/q9iOhu9vbW2LZtJPr1+wFvv/0r3Nzs8PzznUXHIpE6Tq0oFhOXsVgk5KWmQmZpCYdGjURHIS2rtVg8ePDgXYtey2QyNG7cGMXFxbh69WrV8cqWxoMHD9YrSGFhISIiIpCeno709HSEhoYiOjoa06dPBwBERUUhPT0dYWFhsLOzg1wux7Zt2+q8xiIRNZyLiy127x6FPn3WYebMn+DqaoOJE2ueLEYmrlFHwK8n8Nc6oM8CwMFTdCISKC8lBU6+vrCwtBQdhbSs1nUWfX196zTbuKGvMRRcZ5Gobq5fz0WvXmtx7VouNmwYiqgoTnAwW3+uBX58BOgzHwh+SXQaEmh5kyZwatwY444dEx3FbOirbqm1WW7+/PkaX7A+ryEi49KkiTP27h0NLy97PPzwTuzdmyw6Eolyf1TFJJc/ueKEOVOVlyM/PR3OHK9okmotFh977DGNL1if1xCR8WnZ0g179oyGg4MVhg/fjF9/TRUdiUSwsgWGbwXGHhKdhAQquHEDUnk5HDkT2iTVWCzm5eUhNDQUly5dqteFV69eXTXekIhMU2CgF378sWLt1cjITUhKyhCciITwCwFsOXTHnHGNRdNWY7Ho5OSEp556Cr1798bXX3+N8vLyOl0wIyMDs2bNwquvvopXX31Va0GJyDB17+6HLVtGoKCgDAMHbsA//9wSHYmI9IzL5pi2WmdDP/roo1CpVJg2bRpeffVV9O7dG61bt4a3tzccHR1hZWWF0tJS3L59GykpKUhKSsKvv/6KgIAA7N+/H02aNNHX10FEAoWFNcfatYMxevR2DBiwAYcPP4zGjZ1FxyIiPalsWeSYRdN0z0W5H3vsMfTv3x8LFy7EDz/8gPj4eLXnyWQyPPjgg/joo4/w5JNPwtraWuthichwRUW1wooVA/HEEwqEhW3AwYMx8PR0EB2LiPSALYumrU47uPj5+WHBggVYsGABrl69igsXLiArKwslJSVwcHCAr68v2rZtC1dXV13nJSIDNnFiB9y+XYwXXjiAiIhN2LdvDFxcbEXHIn2TJG7/Z2Y4ZtG0abTdHwA0a9YMzZo100UWIjIBM2d2wa1bRZg37yiGD9+CH3+Mgr09exrMxv4ZQOZZYMx+0UlIj/JSUmDt6AgbrlFskrj9CRFp3Vtv9cSzz3bCgQPXMHbsDpSW1m2CHJmA0gLg2k/AjZOik5Ae5aakwMnPDzK2KJskFotEpHUymQyffNIPjz3WFtu3X8TEibuhUtW4WRSZkqBpFZ9PfyY2B+lVfmoq11g0YSwWiUgnLCxk+OqrcAwbdh++++5PPPvsPtSyuyiZCu8HAd9uwF/fA0VcRskclBYWoujWLc6ENmEsFolIZ6ytLbF+/VA89FBTLFt2GrNnHxYdifSh4zSgrBD4Y5XoJKQH+ZWTW1gsmiwWi0SkU3Z2Vti6dSSCg33w7rtH8dFHx0VHIl1rPQaw8wASlwGSSnQa0rHcymVz2A1tsjSeDU1EpClnZxvs2jUKffuuw6xZP0Mut8OkSR1ExyJdsbIDer0LWDtUFIsytkuYMrYsmj6N/wVLkoT4+HhMnjwZ0dHRAIB//vkHW7ZsqfOWgIYuNjYWCoVCdAwik+LhYY89e0YjIMAVTz+9Bxs3/i06EulSx8lA28cAC7ZJmDq2LIqhUCgQGxurl3vJJA1GnBcUFCAyMhKHDh2CJElwcnJCTk4OkpKSMHDgQLRp0wZbt26Fi5Gus5STkwNXV1colUqj/RqIDN3Fi7fRq9daZGUVYvv2kQgPDxAdiYga4KcXX8TJhQvx1OXLcG3eXHQcs6KvukWjlsW33noLly5dwhdffIGTJ0/C0dERABAYGIjk5GT4+fnhnXfe0UlQIjIN990nR0JCNJycbBAVtRVHjqSIjkREDVC51Z+jr6/gJKQrGhWLGzduxLZt2zBp0iR06tSp2uKbtra2WLJkCbZs2aLtjERkYtq398KuXaMgk8kQGRmPxMSboiMRUT3lpaTA3tMTVrbc2tNUaVQsKpVKBAUF1fi8m5sb8vLyGpqJiMxAt26+2Lp1BAoLyzBw4EacP58tOhIR1UNeaiont5g4jYpFOzs7XLlypcbn//jjD9jY2DQ0ExGZif79/bF+/RBkZRUiLGwDrl3LER2JdOH6IeDwm6JTkA5IkoS8O1v9kenSqFiMiorCsGHDcPDgwWozn0tLS7Fx40aMGDGiaoY0EVFdjBhxP1auHISrV3MRFrYRGRkFoiORtp1ZARydB2QkiU5CWlZ06xbKi4vZsmjiNCoW582bB5lMhoceegguLi7IyMiAt7c37O3tMXbsWLi4uGDOnDm6ykpEJmr8+Hb49NN++PvvbAwatAlKZbHoSKRNVftFLxObg7SucnILi0XTplGx6OrqiqNHj2Lu3Lm47777YG1tjdzcXLRr1w5vv/02Dh8+DGdnZ11lJSIT9uyzD+Ktt3rg999vYNiwzSgoKBUdibTFpyvg3Rn4cw1QrBSdhrQoj2ssmgWNisWrV68iIyMDL7zwApKSklBQUICCggIkJibi9ddfh52dna5yEpEZmD27O2bO7IyDB69jzJjtKC01jYX+zZ5MVrFfdGk+cG616DSkRXncvcUsaFQsNm/eHC1btsTGjRt1lYeIzJhMJsOCBaF4/PF22LnzEiZM2IXycu4tbBIeiAFs5RVd0XXfC4IMXGXLojOLRZOm0T5MVlZWSEpKwgMPPKCrPAYhNjYWQ4cORXh4uOgoRGbHwkKGL78MR05OCdau/QuurrZYtmxAtXVdyQhZOwDtnwAyzwJFtwB7d9GJSAsqWxYd2Q2tdwqFAtu3b9fLvTTa7q9NmzY4d+5crf9pnzlzBh06dNBKOH3jdn9EhqO4uAxDhmzG3r3JePXVrnjvvT6iI1FDSSpAplGHFhm4zcOG4fLu3ZhZVASZBf9u9c0gt/sbP348Vq1aVes5bI0jIm2wtbXC5s3DERLii/ff/w3z5/8mOhI1FAtFk5OXkgJHX18WiiZOo25oHx8fLFq0CJs2bUKfPn3g5eUFi//8gBQWFmo1IBGZLycnG+zcGYW+fdfjlVcOQi63xdNPdxQdi4juyEtNhWtAgOgYpGMadUP/tzBUe0GZrNqC3caE3dBEhiktLQ+9e6/DpUu3sXbtEIwda9rjpomMQXlpKT62tUWrUaMwbMMG0XHMkr7qFo1aFt3c3BAfH1/j85IkcQcXItI6X18nJCREo1evdRg37ke4uNggIqKF6FhEZq3gxg1AkrjGohnQqFjs3r07+vbtW+s5w4YNa1AgIiJ1AgLkSEiIRp8+6zFq1DYoFNHo3buJ6FhUX6pyIPUI0KS36CRUT9y9xXxoNCJ1x44d9zznq6++qncYIqLatG3riV27omBpKcOQIfE4deqG6EhUXz89B6zvA2T9KToJ1VPVgtxsWTR5Wp++1NgEfsOIjY2FQqEQHYOI1AgO9sX27SNRXFyO8PCN+PvvbNGRqD5ax1R8TvxMbA6qt1y2LAqlUCgQGxurl3tpNMHl7bffvuc5CxYsQE5OToNCicIJLkTGY/v2ixg5cgv8/Jzwyy8Po1kz/ps1KpIEfNsRyEkGJqcANk6iE5GGDsXG4th77+GJv/6Ce+vWouOYJYOc4DJ37tx7nsNdFohIH4YOvQ+rVkXgscd+RFjYBhw6FINGjRxFx6K6ksmAoGeAvVOAP78DOk4WnYg0VNWyyG5ok6dRN7SnpycuX75c7ePixYs4evQoPv74YwwcOBC///67rrISEVXz6KNtsWRJf5w/fwvh4Ztw+3aR6EikiTaPAjbOQCL3izZG+ampsHF2ho2zs+gopGMatSy+8sor8Pf3v+t4QEAAunbtigEDBuC9997DmjVrtBaQiKg206Z1wq1bxXjjjV8wdOhmKBTRcHCwFh2L6sLGCWg7oWLcYvZfgEcb0YlIA7kpKWxVNBMajVmsCz8/P6TemSFlbDhmkcg4SZKEl176GR99dAKDBjXH1q0jYWNjKToW1UVeakWrojMnSRibT11d4dOlC8bs2yc6itkyyL2h72XLli2wtDT+/6A5G5rIuMhkMnz4YV9MmtQBu3dfwWOP/YjycpXoWFQXTn4sFI1QSV4eSnJyOBNaIH3OhtaoG7pfv35qj5eVlSElJQVXrlzBiy++qJVgIsXFxbFlkcjIyGQyfP55GJTKYvzww99wcbHBF18M5KQ7Ih3gGovihYeHo3v37li6dKnO76VRsXjw4EE0bdr07otYWaFJkyaYMmUKZs6cqbVwRESasLS0wJo1kcjJKcGKFWfg5maHDz7ow4KRSMuqikW2LJoFjYpFLy8vXL58WVdZiIgazNbWCvHxwzBw4EZ8+OFxuLnZ4bXXuomORWRSuNWfedFozOI333yjoxhERNrj6GiDHTuiEBjohdjYQ1i27JToSFRXqjLRCagO2A1tXjQqFsPDw9UeP3DgADZv3gylUqmVUEREDeXmZoc9e6LRsqUc06fvw/ffcw9ig/fnWuDzxkD2edFJ6B7yuCC3WdGoWNy8eTNatGhRbaLLmDFj0L9/f4waNQqtW7fGxYsXtR5S3zgbmsg0eHs7Yu/e0fDzc8L48T9ixw7j///JpDn5AgU3gaTlopPQPeSlpgIyGRx9fUVHMVsGuzf0yJEjoVKpEBcXh3bt2kGhUCAiIgLDhg3DU089hZUrV8LBwQGrV6/WZWad4TqLRKbpzz+z0KfPOuTllWL37lHo2/fuiXpkACQJWNW+Yu3FySmAtYPoRFSD73v2xO2LFzEtPV10FLNmkOssnj59Gt9++y3atWsHAPj666/h7OyM1atXY/DgwVi5ciV++eUXnQQlIqqvNm08sHv3KFhbW2Do0M04cYJvcAZJJgM6TgOKbwN/rRWdhmqRl5oKZ05uMRsaFYslJSVwdXUFABQXF2P37t0YPXo0nO/sC+nq6oqSkhLtpyQiaqDOnX2wY8dIlJaqMGjQJvz5Z5boSKRO28cAa0fg9FLuF22gJElCfmoqHDle0WxoVCw6OztXLZ2zZs0a5ObmIiYmpur5zMxM2NraajehAByzSGSa+vRpio0bh0KpLEZY2AZcucJJeQbH1qWiYLx5Ckg7JjoNqVGYmYnykhK2LAqmzzGLGhWL48ePR9++fTF69Gg8++yzaNOmDQYMGAAAOHnyJB5//HF07txZJ0H1KS4ursaZ30Rk3AYPvg/ffhuB1NQ8DBiwAenp+aIj0X91ehbouwBwby06CalRuWwOWxbFCg8PR1xcnF7updGi3K+++iqKi4uxfft29O7dG5988gkAQKVSITo6GgCwZMkSrYdsqIsXL2LOnDkICgrC2bNnER0djSFDhoiORUSCPPxwG+TklGDKlAQMHLgBP/8cAzc3O9GxqJJH24oPMkhcNsf8aFQsWlhY4K233sJbb71113FD3tnl1q1bePzxxzFgwABkZGSgU6dOuH79uuhYRCTQ5MkdcetWEV577RAGD45HQkI0HB1tRMciMnjcvcX8aNQNXZPLly/j1KlTUKlUDbpOZmYmYmJiEBAQoPb5ZcuWoVOnTujRowciIyNx7dq1Ol23S5cuVd3l5eXlcHR0rPV8jlkkMg+vvtoNL78cjF9/TcXIkVtRXMzdQ4jupbIbmmMWxTLYMYs//fQT+vXrh8cee6zq2EsvvYSWLVuiS5cuCAwMxM2bN+sVpLJ72MPDA+qWfoyPj8e8efOQkJCAI0eOICQkBMOHD9e4QP3000/x4Ycf1noOxywSmY/33++Dp58OREJCMh59dCfKyhr2Sy+RqatsWeSYRbH0OWZRo2JxxYoVKCwsrCoWf/31V3z00Ufo1q0bPv30U8jlcrz99tv1CuLp6QmFQoHg4GC1zy9YsADjxo2Dp6cnAGDGjBlITEzEvn37qs4JCQm56+Pfs7W//fZbNGnSBMOGDatXRiIyPTKZDMuWDcDYsa2xadMFTJ68R+0vrERUIS81FZY2NrD38BAdhfREozGLx44dwy+//AIfHx8AwJdffglbW1ts3rwZ3t7eiI6ORo8ePeoVpPKa6pSUlOD48eOYOnVq1TG5XA5/f38cPnwYYWFhAICjR4/WeI1169ZBqVTi2WefhUKhQJ8+fWBvb6/23NjYWAwdOpSti0RmwtLSAt9+G4mcnBKsXHkWcrktFiwIhUwmEx2Nbl8ETiwEurwIyFuITkOoaFl09PPjvw/BFAoFtm/frpd7adSyWFhYWFXUlZeXY8eOHRg+fDi8vb0BAN7e3igqKtJ6yMzMTJSVlcHd3b3acXd3d6Slpd3z9SdOnMCUKVOwadMmhIaGYurUqSguLq7xfHZDE5kfGxtLbNw4DL16NcbChSfx7rs1//JJenT7EpC4DEjkftGGIjclheMVDYDBLp1jb2+PjIwMeHl5YcuWLcjKyqrWzZuXlwcrK40uqRF1v8XU5TebLl264Pbt2zpIRESmxMHBGtu3j8RDD/2A2bMPQy63xfTpD4qOZd78+wNurYCzXwE93gKs1fcIkX6Ul5SgMCMDjqGhoqOQHmlU2UVFRWHQoEHo168fVq1ahcaNG2Po0KEAgKysLLzyyivo0KGD1kN6eXnBysoK2dnZ1Y5nZ2fX2n1dX7GxsbCxqVhCIzw8nK2MRGZELreDQjEKvXuvw7PP7oerqy0ee6yd6FjmS2YBdJwKHJgJnN8AtBsvOpFZy7vTm8eWRXEUCkXVii362mJZo2Jx7ty5uHHjBr766it4eXlh5cqVsLS0RHl5Oby8vCCTybBq1Sqth7S2tkZwcDCSkpKqjimVSiQnJ6Nnz55av19cXBxcXFy0fl0iMg6NGjkiIWE0evVai4kTd8PFxRbDh7cUHct8tZsA/BJbsV80i0WhuMaieP9uxMrJycHSpUt1fk+Nxiw6ODhg1apVyM7Oxt9//11VqFlaWkKlUqG8vBzjxo3TSdBZs2ZhzZo1yMrKAgAsXrwYgYGB6N+/v07uR0TmrVkzFyQkjIa7ux3Gjt2On366KjqS+bJzAx54BEj/DUg/ITqNWatcY5G7t5iXeg8wVKlUyM7OrlrKpqEKCwsRERGB9PR0pKenIzQ0FNHR0Zg+fTqAii7w9PR0hIWFwc7ODnK5HNu2bYOFhVbWFSciukvr1u5QKKIRGroew4Ztxr59Y9C1q6/oWOYpaBpw4yRQyr28RWLLonmSSRouKJaUlIQ33ngD+/btg5WVFZRKJQ4ePIiFCxfirbfeQseOHXWVVedycnLg6uoKpVLJbmgiqvLLL9cxcOBG2Ntb4eDBGLRrp51fkklDkgRwuRahfn7lFRyfPx+Tzp+H2/33i45j9vRVt2jULJeYmIgePXpg//79uP/++6ta9dq0aQN/f3889NBD+P3333USlIhIlF69mmDTpmHIySnBwIEbcfnybdGRzBMLReG4e4t50qhYnD17NoYNG4bU1FScPn26alFrLy8vLFq0CEuWLMGcOXN0EpSISKSIiBb47rtIpKXlYcCADUhLyxMdiUjv8lJSYOvqChtHR9FRSI80KhZ//fVXfPHFFzU2dT788MM4c+aMVoIRERmaMWMewOefD8SlS0oMHLgR2dmFoiMR6VVeairHK5ohjYpFlUoFJyenGp+XJAn5+Rx8TESm66mnAjF/fh+cPZuJyMh45OXpZ50zItEkSUJeSgqLRTOkUbHo7++PDRs21Pj8ihUrEBAQ0OBQRESG7KWXuuK117rh2LE0jBixBUVFZaIjmRdJAlKPAnmpopOYlZLcXJTm53PZHDOk0dI5zz//PB555BHs2rULYWFhKCkpwe7du3H9+nVs2bIFu3fvxnfffaerrEREBuPdd3vh9u0ifPZZIh5+eAc2bBgGKysu5aUX1w8CP4QC3WKBXu+KTmM2uGyO+dKoWBw/fjyuXr2Kt956C6tWrYIkSRg8eDAkSYKlpSXeffddjB07VldZiYgMhkwmw5IlA3D7djHWrv0LTz6pwMqVg2BhwRm7OtekN+AaAJxZAYS8CVjZik5kFrggt/nSeFHuN954A+PGjUN8fDz++ecfSJKEVq1aISoqCv7+/rrISERkkCwsZFi1KgI5OSVYteoPyOW2+PjjhyDjEi+6Vblf9MGXgQvxQJuHRScyC2xZNF8aFYtvv/02ACAyMhIvvPCCTgIRERkTa2tLbNgwFBERm7Bo0e9wc7PDnDk9RMcyfe0mAodnV+wXzWJRL6qKRbYsmh2NBtjMnTsXBw4cgEql0lUeIiKjY29vjW3bRqJzZ2/MnXsEixadFB3J9Dl4Aq3HAqmHgYwk0WnMQlU3NFsWzY5GxaK7uzsSEhLQtWtXXeUhIjJKLi622L17FB54wB3PP/8TvvnmrOhIpi/omYrPVxRic5iJvJQUyCws4OjtLToK6ZlGxeIDDzxwz3UU33jjjQYFIiIyVp6eDkhIGA1/fxdMmqTA5s0XREcybT7BwMS/geCXRCcxC3mpqXDw9oaFlcbTHcjIaVQsfvDBB5gyZQpu3LhR4zkrV65scCgiImPVpIkzEhJGw8vLHjExO7B3b7LoSKZLJgPcW4lOYTa4ILf50ujXg9mzZ+Pq1ato1qwZWrZsCS8vL1hYVK83s7OztRqQiMjY3H+/GxSKaISGrseIEVuwd+9ohIRwUgAZL0mlQl5aGho9+KDoKCSARi2LBw8eRHl5Ofz8/FBQUIDk5GRcvny52kd5ebmusupNbGwsFAqOgSGi+uvYsRF27oyCJEmIjIzHmTMZoiMR1VvBzZuQysvZsmhAFAoFYmNj9XIvmSRJUl1P9vX1RVpaWoPPMVQ5OTlwdXWFUqmEi4uL6DhEZAL27LmCIUPi4eFhj19+eRj33ScXHYlIYzd+/x2rO3dGr3feQcjrr4uOQ3foq27RqGVx/vz59zznm2++qW8WIiKTM3Bgc6xdOwQ3bxYgLGwDUlPzREcyXZIKKC0UncIkVa6x6Mg1Fs1SnYrFa9euYdOmTXByckJqau0bt4eHh2slGBGRqRg1qhW+/HIgLl9WIixsA7KyWNBonfIKsLI18Nv7opOYpNw7xaIzu6HN0j2Lxeeffx4tWrTAmDFjEB0djebNm2P27Nn6yEZEZDKeeKIDPvooFOfOZSEiYhNyc0tERzItzk2B8hLgzBdAeanoNCanckFutiyap1qLxWXLluHTTz+Fn58fhg0bhiFDhsDT0xNxcXH47rvv9JWRiMgkvPBCF7zxRgiOH0/H8OGbUVRUJjqS6bCwBDpOAfLTgX+2iE5jcvLYsmjWai0WP//8czz55JO4ePEiNm/ejK1bt+LKlSt4+OGH8dlnn+krIxGRyXj77Z6YPr0TfvrpGsaO3Y7SUuNfQcJgdJgEWNpU7BdNWpWXmgorOzvYyuWio5AAtRaLFy5cwMKFC2H1r9XabWxs8OGHH+Lvv//WeTgiIlMjk8mwaFE/PPZYW2zbdhFPPKGASlXnRSmoNg6NgFajges/A5l/iE5jUioX5JbJZKKjkAC1FovOzs5wcnK667ivr+9di3FXWrNmjXaSERGZKAsLGb76KhzDht2HNWvO4bnn9kODVcyoNh2nVXw+vUxsDhPD3VvMW63FoqWlpcbPvfzyyw1LRERkBqytLbF+/VA89FBTLFlyCnPmHBYdyTT4dQf6fsT9orWorKgIRdnZcOLkFrNV63Z/BQUFWL16tdrfeAsLC9U+V1jIJSGIiOrCzs4KW7eORP/+P2DevKNwc7PDzJldRMcybjIZ0OUF0SlMSuVMaLYsmq9ai8WcnBw8/vjjap+TJOmu5yRJMonxDLGxsRg6dCjXjCQinXN2tsGuXaPQp886vPDCAbi62uKJJzqIjkVUpapYZMuiQVEoFNi+fbte7lXrdn9yuRyLFi2q88UkScLMmTNx69YtrYTTN273R0SipKTkolevtbh6NRfr1w9BdHRr0ZGIAAB/rV+PHTExGLJuHR4YO1Z0HPoXfdUttbYs2tvbY8KECRpd8LXXXmtQICIic9S4sTP27h2DXr3W4pFHdsLFxRYDBzYXHYuILYtU+wSX5ORkjS9Yn9cQERFw331y7NkTDScnG4wcuQVHjqSIjkRUtSA3xyyar1qLRRsbG40vWJ/XEBFRhQ4dvPDjj1GQyWQYPDgeiYk3RUcyXqX5wJG3uIxOA1UWi46+voKTkCj33BuaiIj0KyTED1u2jEBBQRnCwzfiwgXjHAcunKUtcOZL4Nh7gIpbK9ZXXmoq7NzdYW1vLzoKCcJikYjIAA0Y4I9164YgI6MQYWEbcP16ruhIxsfCCgh8Gsi7DlzcITqN0eKC3MRikYjIQI0ceT9WrgxHcnIOwsI2ICOjQHQk49PhqYqikftF14skSchLTeXkFjPHYlGN2NhYKBQK0TGIiDBhQnt88slD+OuvbEREbEJOTrHoSMbFyRdoGQVc3Qtk/y06jdEpvn0bZYWFbFk0QAqFArGxsXq5F4tFNeLi4rggNxEZjOee64w5c7rj5MkbGDp0MwoLS0VHMi5Bd/aLTlwuNocR4u4this8PBxxcXF6uReLRSIiIzBnTg8899yDOHjwOkaP3o7S0nLRkYxHkz5AQATgGiA6idGpWjaH3dBmrdZFuYmIyDDIZDIsXPgQlMpifPPNH5gwYRdWr46EpSV/578nmQyI+lF0CqNU2bLozJZFs8ZikYjISFhYyPDll+FQKkuwdu1fcHW1xbJlAyCTyURHIxNVtcYiWxbNGn8lJSIyIlZWFvj++8Ho378Zli9PxOuv/yI6EpkwtiwSwGJRLc6GJiJDZmdnhS1bRqBbN1+8994xfPjhb6IjkYnKS0mBzNISDo0aiY5C/6HP2dAySZIkvdzJCOTk5MDV1RVKpRIuLi6i4xAR1So7uxB9+67H2bOZ+OKLgXjqqUDRkcjErOnaFflpaZh87ZroKKSGvuoWtiwSERkpd3d77NkTjRYtXDF58h6sX/+X6EjG4dYF4Op+0SmMAndvIYDFIhGRUfP1dcLevaPh4+OIceN+xK5dl0RHMmyqcmB9X0AxqeLPVCNVWRny09O5bA6xWCQiMnYBAXIkJIyGi4sNRo3ahkOHrouOZLgsLIEOk4CcK8DlXaLTGLSCmzchqVScCU0sFomITEG7dp7YtWsULC1lGDIkHqdO3RAdyXAFTgZklkDiMtFJDFouF+SmO1gsqsHZ0ERkjLp29cXWrSNRXFyO8PCN+PvvbNGRDJNzE+C+YcDl3cDti6LTGKx8bvVn0Lg3tGDcG5qIjFW/fs2wfv1QZGcXISxsA65ezREdyTAFPQNA4n7RtahsWeQai4aJe0MTEVG9DR/eEt98E4Fr13IRFrYBN2/mi45keJr1A9xaA2lHAa4gpxZbFqkSi0UiIhM0blxbLF7cD+fP38KgQZugVBaLjmRYZDJgzE/A2IMVf6a7cMwiVWKxqAbHLBKRKZg+/UG8/XZPnDp1E0OGxKOgoFR0JMPi5MtCsRb5qamwdnSEDTepMEjcwUUQ7uBCRKZGkiTMmnUACxeexKBBzbF160jY2FiKjkVG4Ov27aEqLcWkv/8WHYVqwB1ctOzs2bPo27cv3nnnHdFRiIj0RiaTYcGCUDzxRHvs3n0Fjz32I8rLVaJjkRHIT01lFzQBAKxEB9CXymKRiMjcyGQyfPHFQCiVxfjhh7/h6mqLzz8Pg4xdsFSD0sJCFN26xcktBMDAWhYzMzMRExODgIAAtc8vW7YMnTp1Qo8ePRAZGYlrGmxsHhMTAwuLun25HLNIRKbG0tIC3303GAMHNseXXybh1VcPio5keAq5LmWlPE5uMXhmuc7i2bNnER0dDQ8PD6gbRhkfH4958+YhISEBR44cQUhICIYPHw6VSvvdKVxnkYhMka2tFeLjh6F7dz/Mn38c779/THQkw7FlOPB9V0BiFz0A5HHZHINnlussenp6QqFQIDg4WO3zCxYswLhx4+Dp6QkAmDFjBhITE7Fv376qc0JCQu76iImJ0Ut+IiJj4Ohog507oxAY6IXXXjuE5ctPi45kGDzaVuzmcmWP6CQGgS2L9G8GM2bRx8enxudKSkpw/PhxTJ06teqYXC6Hv78/Dh8+jLCwMADA0aNHtZIlNjYWQ4cOZesiEZkkNzc77NkTjV691mLatL1wdbXFww+3ER1LrMDJwG8fAKeXAQGDRKcRrqpYZMuiwVIoFNi+fbte7mUwLYu1yczMRFlZGdzd3asdd3d3R1paWp2usWHDBhw8eBA///wzNm/eXOu57IYmIlPn7e2IvXtHw8/PCePH78LOnWa+R7Jrc6DFEODSDkB5RXQa4aq6odmyaLDMshu6LtTN3KvrbL7Ro0dj//79SEhIwMiRI7UdjYjI6Pj7uyIhYTTkcltER2/Hzz/XfdKgSQqaBkACkj4XnUS4ypZFR19fwUnIEBhMN3RtvLy8YGVlhezs6jPVsrOza+2+rq/Y2FjY2NgAqKjc2cpIRKaqTRsP7N49Cg899AOGDt2Mn34ag86dtf//qlFoPhCQ3wecWQH0eAuwtBGdSJi8lBTYe3rCytZWdBT6D4VCUbViS0lJiV7uaRTForW1NYKDg5GUlFR1TKlUIjk5GT179tT6/eLi4riDCxGZjc6dfbB9+0gMGrQJgwZtwqFDMXjgAQ/RsfRPZgH0XwrYe5p1oQhUdENzvKJh+ncjVk5ODpYuXarzexpNN/SsWbOwZs0aZGVlAQAWL16MwMBA9O/fX3AyIiLj17dvU2zYMBS3bxcjLGwjkpOVoiOJ0Twc8O4sOoVQkiSxWKRqDKZlsbCwEBEREUhPT0d6ejpCQ0MRHR2N6dOnAwCioqKQnp6OsLAw2NnZQS6XY9u2bXVeaJuIiGo3ZMh9WLUqAuPG7cSAARvwyy8Pw9vbUXQs0rOi7GyUFxdzcgtVMZhi0d7eHgcOHKj1nGnTpmHatGn6CUREZIYeeaQNlMpiTJu2F+HhG3HgwFjI5XaiY5Eecdkc+i82yxERUTVTpwYhLq43EhMzMHhwPPLz9TOIngwDl82h/2KxSEREd3n11a546aVgHDmSiqiobSguLhMdifSELYv0XywWiYjoLjKZDB980AdPPRWIPXuuYNy4H1Febmb7Jv+xCtg6EpAk0Un0ii2L9F8sFomISC2ZTIbPPhuAMWNaY+PG85g8OQGSORVOmWeBf7YAV/eLTqJXbFmk/2KxSERENbK0tMDq1ZEYNKg5vvrqDF566WfzKRg7Tqn4nLhMbA49y0tNhYW1NRw8PUVHIQPBYpGIiGplY2OJTZuGo2fPxvjooxOIizsmOpJ+yO8Dmg8C/tkK5F4XnUZv8lJS4OjrCxmXpqM7+JNARET35OBgjR07RiIoqBHeeOMXLF16SnQk/QiaBkjlQNKXopPoTV5qKpzZBU3/wmKRiIjqRC63g0IxCq1auWH69H347rtzoiPpXkAk4OIPnPkCKDf9JYTKS0uRf+MGxytSNSwWiYiozho1ckRCwmg0beqMCRN2Yfv2i6Ij6ZaFJdBlFtA6BigrFJ1G5wpu3AAkiTOhqRoWi0REpJFmzVyQkDAa7u52GD16Gw4cuCo6km51mg489DFg6yo6ic5xJjSpw2KRiIg01rq1OxSKaNjaWmLo0M04fjxNdCTSglwWi6QGi0UiIqqXTp28sWNHFMrKJAwatAnnzmWKjkQNxAW5SR0Wi0REVG+9ezfBpk3DkJNTgrCwjbh8+bboSNQA7IYmdVgsEhFRg0RGtsCaNZFIS8tDWNhGpKXliY5E9cSWRVKHxaIasbGxUCgUomMQERmNsWMfwPLlYbh48TbCwzciO9tEZw4XZACnPzPZ/aLzUlJg4+ICGycn0VHoHhQKBWJjY/VyL5lkNvs23VtOTg5cXV2hVCrh4uIiOg4RkdGZP/83vPLKQYSE+CIhYTScnGxER9Kun2YCv38CjP0ZaNJHdBqtW9mmDQDgiT//FJyE6kJfdQtbFomISGtefrkrXn21K44eTcPIkVtRXFwmOpJ2Ve4Xfdo094vOS03leEW6C4tFIiLSqri43pgypSP27k3Gww/vRFmZSnQk7XFvDTQbAFzYBOSZ1nJBJXl5KMnJYbFId2GxSEREWiWTybBkSX/ExDyAzZsv4KmnFFCpTGjEU9A0QFUGnFkhOolWcXIL1YTFIhERaZ2lpQW+/TYCkZEB+OabP/DiiwdgMkPk7xsKODUGkj6vKBpNBJfNoZqwWCQiIp2wtrbEhg3D0KdPE3zyyUnMm/er6EjaYWEFBE4GpHLg1j+i02gNWxapJiwWiYhIZxwcrLF9+0g8+KA35sw5gkWLToqOpB1dXgCeugp4PCA6idZUtiw6s2WR/oPFIhER6ZSLiy127x6FBx5wx/PP/4RVq86KjtRw1o6ApbXoFFpV2bLoyJZF+g8Wi0REpHNeXg5ISBgNf38XTJqkwJYtF0RHov/IS0kBZDI4+viIjkIGhsUiERHpRZMmzkhIGA0PD3uMHbsD+/Yli45E/5KXkgJHb29YWptWiyk1HItFNbjdHxGRbtx/vxv27ImGvb0Vhg/fgmPHTGutQmOWl5rKyS1GhNv9CcLt/oiI9OPw4RSEhW2AnZ0VDh4ci/btvURHapjc6xXL6chkopPUi6RS4WM7OwQMGoSR27aJjkN1xO3+iIjIZPXs2RibNw9HXl4JBg7ciEuXbouOVH+Jy4Ev/YFU410aqCAzE6rSUrYsklosFomISIjw8AB8991g3LhRgAEDNiA1NU90pPpp3BuQVECi8e4XnV+5xiKXzSE1WCwSEZEwo0e3xuefh+HyZSUGDtyArKxC0ZE059kOaNIXOL8BKLgpOk295Fbu3sKWRVKDxSIREQn15JOB+PDDvvjjjyxERm5Cbm6J6EiaC5oGlJcAZ1aKTlIvlQtyc41FUofFIhERCTdrVjBefz0Ev/2WjhEjtqCoyMj2XG45EnD0AZKWA6py0Wk0VrkgN3dvIXVYLBIRkUGYN68nnnkmCPv3X0VMzA6UlalER6o7S2ugw9NATjKQvEd0Go1VtixyzCKpw2JRDa6zSESkfzKZDJ9+2h+PPtoGW7f+gyee2A2VyohWd+s4BYjaBTQPF51EY3mpqbC0tYWdu7voKFRHXGdREK6zSEQkXmlpOUaN2obt2y/i2Wc7YdGifpAZ6fqFxmJVUBBKcnLw1KVLoqOQBrjOIhERmSVra0usXz8EoaFNsXjxKcyde0R0JJOXl5rKLmiqEYtFIiIyOPb21ti2bSS6dPHG22//io8/PiE6kskqKy5GYUYGl82hGrFYJCIig+TsbINdu0ahbVsPvPDCAaxceUZ0JJOUn54OgJNbqGYsFomIyGB5ejpgz55oNG/ugqee2oNNm86LjmRyOBOa7oXFohqcDU1EZDgaN3ZGQsJoeHnZ45FHdiIh4YroSPeWfhxYH1rx2cBVrrHIbmjjos/Z0CwW1YiLi0N4uPEtfUBEZKpatnTDnj2j4eBghREjtuDXX1NFR6qdhTVw/WfgtOHvF82WReMUHh6OuLg4vdyLxSIRERmFwEAv/PjjKABAZOQmJCVlCE5Ui0ZBgF8P4O91QGGW6DS1yuO+0HQPLBaJiMhodO/uhy1bRqCgoAwDB27AhQu3REeqWdA0oKwIOPu16CS1quqGZssi1YDFIhERGZWwsOZYu3YwMjIKERa2Adev54qOpN790YC9F5D4GSAZ7taFeSkpsHNzg7W9vegoZKBYLBIRkdGJimqFFSsGIjk5BwMHbkBmZoHoSHezsgU6PAkoLwFXDHfSZF5qKhzZBU21YLGoBmdDExEZvokTO2DhwlD8+Wc2Bg3ahJycYtGR7tZxCtDmUcCpiegkakmShLyUFDizC9rocG9oQbg3NBGR8Zkz5zDefvtX9O3bBLt2jYK9vbXoSEajOCcHi11d0e7xxxHxtWGPraS7cW9oIiKiOpg7tweefbYTfv75OsaM2Y7S0nLRkYxG5UxotixSbVgsEhGRUZPJZPjkk34YP74tduy4hMcf3w2Vip1mdVFZLHLMItXGSnQAQxQbG4uhQ4dyYW4iIiNhYSHDV18NglJZgu+//xNyuS2WLOkPmUwmOppBq1w2hy2LxkehUGD79u16uRdbFtXgDi5ERMbHysoC69YNQb9+zbBs2WnMnn1YdCSDx91bjJc+d3Axq5bF+Ph4HDp0CJIkoV+/fhg2bJjoSEREpEV2dlbYsmUEBgz4Ae++exRubrZ48cVg0bEqlBYAf60FfEMAz3ai0wDgvtBUN2ZTLObm5mLu3Lk4ffo0JElCUFAQ+vfvD0dHR9HRiIhIi5ydbbBr1yj06bMOs2b9DLncDpMmdRAdC8g6B+x5EujwFDDwC9FpAFS0LMosLODg7S06Chkwo+qGzszMRExMDAICAtQ+v2zZMnTq1Ak9evRAZGQkrl27VvXc0aNHcf/998PCwgKWlpZo0aIFjh8/rvY6XGeRiMi4ubvbY8+e0WjRwhVPP70HGzf+LToS4NMF8AkG/vwOKLotOg0AIDclBY4+PrCwtBQdhTSkz3UWjaZYPHv2LKKjo+Hh4QF1S0PGx8dj3rx5SEhIwJEjRxASEoLhw4dDparYYikzMxPOzs5V5zs7OyMjQ/0m9ByzSERk/Pz8nJCQMBre3g545JGdUCgui44EBD0DlBUA51aJTgIAyE9N5XhFI6XPMYtGUyx6enpCoVAgOFj92JMFCxZg3Lhx8PT0BADMmDEDiYmJ2LdvX9Xrc3P/v39obm4uvLy8dB+ciIiEadFCjj17ouHkZIOoqK04ciRFbKBWYwA7d+D0MkDwnhiq8nLkpaVxvCLdk9EUiz4+PrC1tVX7XElJCY4fP47AwMCqY3K5HP7+/jh8uGI2XEhICC5cuACVSoXy8nJcvHixxsKT3dBERKajfXsv7No1CjKZDJGR8UhMvCkujLU90P4J4NZ54Op+cTkAFGZkQCovZ8uikWI3tIYyMzNRVlYGd3f3asfd3d2RlpYGoKLbee7cuXj++efx/PPPIy4ursbJLeyGJiIyLd26+WLr1hEoLCzDwIEbceHCLXFhOk4BbJwB5SVxGVAxXhHgTGhjxaVz6knd4qv/PhYVFYWoqCh9RiIiIgPRv78/1q0bgujobRgw4AccPvwImjRxvvcLtU1+HzDlRkUro0D5d5bN4e4tdC8mUSx6eXnBysoK2dnZ1Y5nZ2fDx8dH4+vFxsbCxsYGQEXlzlZGIiLTMHLk/Vi5MhyPP74bYWEbcPBgDLy8HPQfRHChCPy/ZZG7txgXhUJRNVSupKREL/c0iWLR2toawcHBSEpKqjqmVCqRnJyMnj17any9uLg4uLi4aDMiEREZiAkT2uP27WI8//xPiIjYhP37x8DFRf2YeFOWx5ZFo/TvRqycnBwsXbpU5/c0iTGLADBr1iysWbMGWVlZAIDFixcjMDAQ/fv3F5yMiIgMzXPPdcabb3bHyZM3MGzYZhQWloqOpHd5bFmkOjKalsXCwkJEREQgPT0d6enpCA0NRXR0NKZPnw6gYjxieno6wsLCYGdnB7lcjm3btsHCwmTqYSIi0qK5c3vg1q0iLF58CmPH7sCmTcNgbW0+i1PnpabCyt4etnK56Chk4GSSuhWuzVROTg5cXV2hVCrZDU1EZAZUKgkTJ+7Ct9+ew7hxbbFqVQQsLO6eLKlTRbeA8hLAUb9b7n0TGIiyggI8+c8/er0vaY++6hY2uxERkdmysJDhq68GYdiw+7BmzTnMmLFP7S5hOnP7EvB5Y+DoPP3d8w7u3kJ1xWKRiIjMmpWVBdavH4qHHmqKpUtP4803D+vv5q4BgFsr4Ny3QEnuvc/XkrLiYhRmZXGNRaoTFotERGT27OyssHXrSAQH++Cdd47ik09O6ufGMhkQNK2iUPzzO/3cE/+fCc2WRaoLFotEREQAnJ1t8OOPUWjTxh0zZ/6EVavO6ufGDzwC2LgAiZ/pbb/oygW52bJIdcFikYiI6A5PTwfs2TMazZo5Y9IkBbZsuaD7m9o4AW3HAxlJQOoR3d8P/9rqjy2LVAcsFomIiP6lSRNnJCSMhoeHPcaO3YGffrqq+5sGTa34/Mc3ur8X2LJImmGxSERE9B+tWrlj9+5RsLOzxLBhm3HiRLpub+jRFoj6Eei3WLf3uYMti6QJFotERERqdOrkjR07olBWJmHQoE34888s3d4wIAKwstPtPe6obFl09PXVy/3IuLFYJCIiqkHv3k2wceNQKJXFCAvbgORkpehIWpGXmgo7d3dY29uLjkJGgMUiERFRLQYPvg+rVkUgJSUPAwduREZGgehIDZaXksJWRaozFotERET38MgjbfDpp/1w/vwtRERsQm5uiehI9SZJEvJSU+HM8YpURywWiYiI6uDZZx/EnDndcfLkDYwYsQVFRWWiI9VLSW4uSvPz4ciZ0FRHLBaJiIjqaM6cHnjmmSDs338Vjz66E+XlKu3fpDAb2D4GODJX+9fGv3ZvYbFIdcRikYiIqI5kMhk+/bQ/YmIeQHz8BUyZkgBJ27uu2MmBGycqdnQp1353dz63+iMNsVhUIzY2FgqFQnQMIiIyQBYWMqxaFYHw8OZYseIMYmMPafcGMgsgcDJQcBO4sFm71wZbFk2FQqFAbGysXu7FYlGNuLg4hIeHi45BREQGysbGEps2DUNIiC/ef/83LFx4Qrs3aD8RsLCuaF3UMhaLpiE8PBxxcXF6uReLRSIionpwdLTBzp1RaNfOAy++eABr1pzT3sUdGgGtooHrPwNZf2nvuvh/scilc6iuWCwSERHVk7u7PXbvjkbTps6YOHE3FIrL2rt44OSKz2e+0N41cadYlMng6OOj1euS6WKxSERE1ABNmjhDoYiGs7MNRo3ahuPH07R04T5AhycB/zDtXO+O/NRUOHh5wdLaWqvXJdPFYpGIiKiB2rTxwM6dUVCpJERGxuP8+eyGX1QmAwZ+WbFntBblpaZyvCJphMUiERGRFnTv7ocffhiKW7eKEB6+EWlpeaIj3UWSJOSnpXFBbtIIi0UiIiItGTLkPnz55UBcuZKDiIhNUCqLRUeqpvj2bZQVFbFlkTTCYpGIiEiLJk7sgLi43khMzMCIEVtQXGw42wJyJjTVB4tFIiIiLXv11a549tlOOHDgGiZO3A2VSsu7vNRT1RqLLBZJA1aiAxAREZkamUyGjz9+CNev52Ht2r/QvLkr4uJ61/+C5aXA5R8BO3egSf2vk5+eDoAti6QZtiyqwe3+iIiooSwtLbBmTSS6dfPFe+8dwxdfJNb/YsW3gO3RwNF5DcqUn1axrA9bFo2fPrf7k0la3wHdeOXk5MDV1RVKpRIuLi6i4xARkQm4eTMf3bt/j+TkHGzbNhKRkS3qd6Fto4AL8cCTlwHX5vW6xE8zZ+LkJ5/g6eRkuDRrVr8cZDD0VbewZZGIiEiHGjVyxK5do+DqaosxY7bj999v1O9CHZ6s+Hz263pnybvTsujg7V3va5D5YbFIRESkY61auWPr1hEoK1Nh8OB4XL2ao/lF/AcCTk2AsysBVXm9cuSnpcHO3R1Wtrb1ej2ZJxaLREREetCrVxOsXh2J9PR8REZuwu3bRZpdwMISaP84kHcdSE6oV4b8tDRObiGNsVgkIiLSk9GjW2P+/D74448sPPzwDpSXqzS7QPsnAAtrICOpXvfPT0+Ho49PvV5L5ovFIhERkR7NmhWMiRPbY/fuK3j11YOavdg1AJh6E+j6ssb3LS0oQEluLotF0hiLRSIiIj2SyWT47LMB6NHDDwsWnMCqVWc1u4CdvF73zb9RMbGGxSJpisWiGlxnkYiIdMnW1grx8cPRtKkznn46AUePpur8ngV3ikXOhDYN+lxnkcWiGnFxcQgPDxcdg4iITJi3tyO2bh0BS0sZRo7ciuvXc3V6v6rdW1gsmoTw8HDExcXp5V4sFomIiATp1Mkbq1ZFID09HyNGbEFBQanO7lXAbmiqJxaLREREAo0e3RqzZ4fg5MkbmDRJAY02VisvBep4fj67oameWCwSEREJNnduT4wceT/WrfsLixefqtuLzm8CPvcDbv5ep9OrWhZZLJKGWCwSEREJZmEhwzffDELLlnLMmnUAJ06k3/tFjr5AYSbw94Y63aMgIwMAYO/p2ZCoZIZYLKrB2dBERKRvLi62+OGHoZDJZBg7djuUyuLaX+AXAjg1Bs5vqFNXdMHNm7Bzd4eFlZWWEpNInA0tGGdDExGRCJ06eePjj0Nx6ZISTz55j/GLMgvg/lGA8hJw895d14UZGXDw8tJiWhKJs6GJiIjM1NSpQYiOboWNG8/js89O135yq9EVn8/fuyu6ICMD9iwWqR5YLBIRERkQmUyGFSvC0aKFK2bOPIBTp27UfHLjHoCT3z27oiWVCkVZWXBo1EgHicnUsVgkIiIyMK6utli/figkScKYMduRk1PD+EWZBdD1NaDTs4CqrMbrFWZnQ1Kp2A1N9cJikYiIyAB16eKDBQtC8c8/t/HCCwdqPrHTdODB5wBL6xpPKaycCc1ikeqBxaIanA1NRESG4NlnO2HAAH989dUZ7N9/td7XKczKAgDYe3hoKxoJps/Z0DJJo6XiTVtOTg5cXV2hVCrh4uIiOg4REREuXbqNDh2+gY+PI86ceRwODjW3INbkn23bsGX4cESsWoV248frICWJoK+6hS2LREREBqxFCzneeacXLl1SYs6cw/W6RmXLoh1bFqkeWCwSEREZuBkzHkTXrj5YuPAkjh9P0/j1RdnZAAB7d3dtRyMzwGJRDY5ZJCIiQ2JpaYGvvgqHpaUMkyYpUFJSfvdJkgq4cVLtrOjKYtGOxaLJ4A4ugnEHFyIiMjTt23shNrYbzpzJxPz5v919wm8fAGu6AKlH73qqiN3QJoc7uOjI2bNn0bdvX7zzzjuioxAREWnstde6oW1bD8ybdxRXriirP9msX8XnK7vvel1hZcuiXK7jhGSKzLJYJCIiMka2tlZYvLg/SkrKMXfukepPencGbJyBlEN3va749m1YOznBwspKT0nJlBhVsZiZmYmYmBgEBASofX7ZsmXo1KkTevTogcjISFy7dq3a8zExMbCwuPeXzDGLRERkqPr1a4YBA/zx7bd/4OzZjP8/YWEF+HYH0n8Dyqrv+FKsVMLW1VXPSUmXOGZRjbNnzyI6OhoeHh5QtzRkfHw85s2bh4SEBBw5cgQhISEYPnw4VCqVxvfimEUiIjJkcXG9IEnAG2/8Zymdxr2AsiLg5u/VDpewWDQ5HLOohqenJxQKBYKDg9U+v2DBAowbNw6enp4AgBkzZiAxMRH79u3TZ0wiIiKdCw72xahR92Pr1n9w9Gjq/59o3Kvic8ov1c5nyyI1hNEUiz4+PrC1tVX7XElJCY4fP47AwMCqY3K5HP7+/jh8WPMFTNkNTUREhu6dd3rBwkKG11479P8eN99uwEOfAi1HVDu3WKmEDYtFk8JuaA1lZmairKwM7v9ZP8rd3R1paf9fvHTDhg04ePAgfv75Z2zevLnG67EbmoiIDN0DD3jg8cfb4cCBa0hISK44aO0APPgs4HZ/1XnlpaUoKyzkTGgTo89uaJOaFiWTyWo9Nnr0aIwePVqfkYiIiHRmzpwe+O67P/Hmm4cxcGBztecUKyuW2LHR4d7BZNpMolj08vKClZUVsu+sI1UpOzsbPj4+Gl8vNjYWNjY2ACoqd7YyEhGRIWrWzAXjx7fDl18m4eTJdHTufPd7XmleHgDAxtlZ3/FIBxQKRdVQuZKSEr3c0ySKRWtrawQHByMpKanqmFKpRHJyMnr27Knx9eLi4uDC38CIiMgITJ4ciC+/TMLnnyfhiy/UFIv5+QAAaycnfUcjHfh3I1ZOTg6WLl2q83uaxJhFAJg1axbWrFmDrDtbGi1evBiBgYHo37+/4GRERES607mzD7p08cb33/+JnJziu56vallksUj1ZDQti4WFhYiIiEB6ejrS09MRGhqK6OhoTJ8+HQAQFRWF9PR0hIWFwc7ODnK5HNu2bavTItxERETGbMqUIDz5pALfffcnpk4NAspLgFsXAM92/29ZdHQUG5KMlkxSt8K1mcrJyYGrqyuUSiW7oYmIyGjk55fAz285/P1dkJg4ATLFE8Af3wDTMvFPwmFsGT4cEd9+i3aPPSY6KmmRvuoWNrsREREZOUdHGzz2WFucOZOJo0fTAM8OFU9knmHLIjUYi0UiIiITMHlyRwDAF18kAl53NqnISKoas8hikeqLxSIREZEJ6NDBCx07emHHjktQubaqOHj7H5QVFgIArB0cBKYjY8ZikYiIyERERrZAZmYhTvxlCVhYA8rLKCsqAgBY2dsLTkfGisUiERGRiYiICAAA/Lj7CuDSDMi5UtWyaGlnJzAZGTMWi0RERCaie3c/uLraYteuy0DnF4FOz/6/ZZHFItUTi0UiIiITYWVlgYED/XH8eDoyGk8AAp9GOYtFaiAWi0RERCYkMrIFJAlQKK4AALuhqcFYLBqpX375BQMGDECjRo0wffp0PProoxg2bBg2bdokOhoREQk0aNCdcYs/XgIAdkNTgxnNdn9UXa9evTBu3DgsWbIES5YsAQCkp6cjPDwcV69excyZMwUnJCIiEXx8HNGmjTuOHUsDAJQXV+wXbWlrKzIWGTG2LJoQHx8fzJ8/H7Nnz0ZycjIiIyMxbdo0PP7441i+fDkAYNu2bfDx8UFERAQyMjJw6NAhtGnTBu+9957g9EREpC2dOnnj0iUllMpilJeWAgAsrNg+RPXDnxwt2DxsGG5fvFjv18vvuw8jt23TSpbg4GDk5+fj5s2bmD59OiIjIwEAgYGBGDZsGIYNG4azZ8/iypUr8PLygpubG4KDg/Haa69p5f5ERCReUJAXvv/+TyQlZUBVWgoLa2vIZDLRschIsVg0USqVCseOHcOWLVvg4OCA7OxsXLx4EX5+fnjqqafQunVrfPDBB9izZw+ioqJExyUiIi0KCmoEADi9fAaGtzqO5L3WghORMWOxqAXaahXUhuPHj8PR0RH79+/HyZMnsWPHDgDA6dOnUV5eDgDw8vLC0KFDsXLlSvz+++/49ttvRUYmIiIt69jRCwBw+oozHg4ogKU1i0WqP45ZVCM2NhYKhUJ0DI2lp6fj5ZdfxjvvvIOsrCzI5XIAFa2M169fr3bus88+i/feew+BgYGwtLQUkJaIiHSlUSNH+Pk54XSKH2yti2FhYyM6EmmZQqFAbGysXu4lkyRJ0sudjEBOTg5cXV2hVCrh4uIiOk6tfvnlF8ydOxdJSUkYM2YMbt26hZycHDz++OMYNWoUrl69ipiYGLRs2RJeXl7YsmULAgMD8eWXX8LT0xMA0LVrV+zatQseHh6CvxoiItK2wYM3Ye+ei8ie+wZWL/PClJQU0ZFIy/RVt7Ab2kj16tULe/furfH5Zs2a4ciRI1WPP/roIwBAUVERUlJSYG9vj+DgYBaKREQmqm1bD/z442Wk5bnAwpo9SFR/LBbNTFZWFoYPH46mTZviww8/FB2HiIh0pGnTipam67ddYWOnEpyGjBmLRTPTuHFjnDhxQnQMIiLSsaZNnQEAZ5K94WZ9Q3AaMmac4EJERGSCKovFAyf8UVLGCS5UfywWiYiITFBlsZhd4gAZV72gBmCxSEREZIK8vBxgY2OJrFIHbvVHDcJikYiIyARZWMjQpIkTbpU5woIti9QALBaNVNeuXRETE4OYmBg4OjqiT58+iImJQbdu3XDgwAGd3LN3795ITExs0DUOHDiA0NBQ7QQiIqJa+fo6QVnmAFjw7Z7qj+3SRqp79+5YtGgRAKB58+Z4+eWXMWTIEKxfvx42Olqp/9tvv0WzZs10cm0iItI+NzdbFKps2LJIDcJfNdQwhu3+KgvF/woLC8NXX32FWbNm4bHHHsNXX31Vdb6Pjw9efvlljBgxAm5ubvjggw8QFBSE3r17Y8aMGQgKCsKECROwe/duREZGom3btjh58iQAYP369Rg0aBBWr14NAIiIiIBMJsPy5cvRr18/BAUF4fLlywCAmzdvIjIyEtOmTcPjjz+O5cuXA6hY43HhwoU4f/48pkyZUpVtw4YNiImJwcyZMzFu3DhkZGRUu8dnn32G3r17w93dXXffUCIiE+RqV4wyWEHuXiA6CmmZPrf7g0RVlEqlBEBSKpWav/jrtuo/9j9f82v2P19xTgP5+/tL27dvlyRJksaNGyd98803kiRJUllZmdS8eXPp3LlzkiRJ0oQJE6To6GhJkiTpl19+kU6dOiX99NNPklwulzIzM6WysjKpWbNm0rvvvitJkiR98cUX0iOPPFJ1nwkTJkhff/111WMAkkKhkCRJkl566SUpNjZWkiRJunnzprRz586q8zp06CClpKRIkiRJP/30k9S3b9+q5/766y/Jz89PKiwslCRJkpYtWyaNGjWq2j0qv7YlS5Y08DtFRGRenpnwrQR8KO2Obvh7DRmeBtUtGmA3tInZtWsXJEnCqVOnAAD3338/kpOT0aZNGwDAgAEDAAA9e/YEUDGG8IEHHqja9q958+bo3LkzAKBly5ZYu3Ztrffr27cvAKB169Y4fPgwAMDFxQXHjh3Dli1b4ODggOzsbFy8eBF+fn53vT4hIQGBgYGws7MDUDEuctasWZAkCTKZDEBFaykAPPPMM/X8rhARmSe5vGJYUgHXWaQGYLGoLY//oflrHvpY+zkATJkyBb169QIAFBcXw+JfA5ttbW3vOv/fx2QyWdVjmUwGlar2LaIqz7W0tKw6d+HChTh58iR27NgBADh9+jTKy8vVvl6SpLse//eYusxERHRvrq4Vv4jnl7NYpPrjmEUTExkZiYSEhKrHjz76KK5fv67XDFlZWZDL5QAAlUpV7f52dnZVheOKFSsQFhaGxMREFBUVAQCOHDmCQYMGVbUqEhFR/cnlFcUiWxapIdiyaORiY2ORnZ2N5cuXo1mzZvjkk08wffp0TJs2DZIkYejQoQgICMC2bdtw7NgxXL9+He7u7hg2bBhu3LiBRYsW4cKFC1izZg0A4MKFC1i0aBEaN25c9dzXX38NJyenqtc/+OCDWLduHQBgzpw5GDduHNasWYOUlBTs2LEDM2bMQExMDMaPHw8vLy9IkoRFixahffv2CAwMBABMmjQJHh4eePLJJ7Fw4UJMmDABfn5+uHHjBj777LOqrw0Apk+fjtmzZ8Pb21vAd5iIyHi5yO0BAHksFqkBZNJ/+/zMWE5ODlxdXaFUKuHi4iI6DhERUYNsW/crhj98GB/034OX9+4RHYe0TF91C7uhiYiITJStayMAwKVUH8FJyJixWFTDGNZZJCIiuhc7h4ru5+JyjjozNfpcZ5Hd0P/CbmgiIjIlx46lISTkO4y7/2+sPv+l6DikZeyGJiIiogaxs6vY5q+0nG/3VH/86SEiIjJRdnYV3c+lEveGpvpjsUhERGSibG3vtCyq+HZP9cefHiIiIhNldadB0cq6TGwQMmosFtUwhtnQCQkJGDBgAJo1a4aMjIyq4+vXr0fXrl0xYcIEnDx5Evfdd989t+y7evUqRo4cidDQULXPX7lyBc2bN9dieiIi0gcrWcWOWa7OuYKTkLbpczY0i0U14uLiEB4eLjpGrcLCwjBu3DhYW1vj4YcfrtpCb+zYsYiMjMRbb72Fzp07Y/fu3dX2hlanWbNmeO655/QRm4iI9MjyTtNimYpbqJqa8PBwxMXF6eVeLBaN3CeffILU1FS8/vrrdz03b948PPjgg7hy5QoA4I8//kBoaCgmTZqEuXPnokmTJnj00UeRn58PACgvL8dzzz2Hbt26YfDgwSgrq+i2eP3115GVlYUpU6Zg/vz5evvaiIioYaysKya4qCQWi1R/XKVTC4YN24yLF2/X+/X33SfHtm0j6/VaZ2dnbNmyBd26dUNISAhGjBhR9dzs2bPx1VdfVT2eMGECXnnlFYwePRr//PMP3n77bbz77rtwdHQEAJw5cwbx8fHw8vJCSEgIfvrpJ4SFheHdd9/F4cOHsXz58np/jUREpH+WVhVtQuUS24ao/lgsmoBWrVphzZo1GDduHNq2bav2nJycHJw8eRJ9+vQBALRs2RLe3t7VzmnTpg28vLwAAPfffz/S0tJ0G5yIiHTK6k43dDm7oakBWCxqQX1bBbVp8ODBePHFFxEVFYWIiIh6XcPW1rbqz5aWlvecGENERIaNLYukDfzpUcMYZkOr8/rrr6NVq1ZYsmTJXc+5uLigc+fOOHjwIADg0qVLuHnzZp2ua2dnVzWB5uuvv676MxERGTYLi4oWxbwCR8FJSNv0ORuaLYtqxMXFGfze0AkJCVizZg2cnZ3h6OiI4OBgyGQyrFq1CiEhIQAqvo7s7GzMmTMHy5cvx6pVqzBt2jQoFAr4+/vDz88PNjY2uHHjBhYtWoQLFy5gzZo1cHd3x7Fjx3D9+nV0794drVq1QocOHTBp0iSoVCpMnDhR8FdPRER1IZNVFIsFxXaCk5C2hYeHo3v37li6dKnO7yWTJEnS+V2MhL425Bbl4MGD6N69O6ytrXHr1i107NgRycnJVf+ZEBGRaSkvV8HKaiF6+N7A4dQPRcchLdNX3cKWRTNy8eJFLF26FE2bNsX169exevVqFopERCasshta4tI51AAsFtWIjY3F0KFDDX5hbk1NnDiRXchERGakskGAXYimR6FQYPv27Xq5F7uh/8XUu6GJiMj8WMjmo6t3Jo6mc1MFU8NuaC27ePEi5syZg6CgIJw9exbR0dEYMmSI6FhEREQ6J4Hd0FR/ZlMs3rp1C48//jgGDBiAjIwMdOrUCdevXxcdi4iISKcsZBLcnJWiY5ARM6p1FjMzMxETE4OAgAC1zy9btgydOnVCjx49EBkZiWvXrlU916VLFwwYMABAxR7IlVvcqWOs6ywSERHdRQZAxhFnpkaf6ywaTbFY2XXs4eEBdcMs4+PjMW/ePCQkJODIkSMICQnB8OHD1e5C8umnn+LDD2teQiAuLs7kJrcQEZF5Yge0aQoPD0dcXJxe7mU0xaKnpycUCgWCg4PVPr9gwQKMGzcOnp6eAIAZM2YgMTER+/btq3bet99+iyZNmmDYsGE6z6wLht7iyXwNw3wNY8j5DDkbwHwNZej5MvKu3fskgQz9+2fo+XTNaIpFHx+fansX/1tJSQmOHz+OwMDAqmNyuRz+/v44fPhw1bF169ZBqVRW7WJSWFio9nqG3A1tqLkqMV/DMF/DGHI+Q84GMF9DGXI+mUxCVoFhj9E35O8fYJj52A2toczMTJSVlcHd3b3acXd3d6SlpQEATpw4gSlTpmDTpk0IDQ3F1KlTUVxcrPZ6/+6G/u8PiOjH/yU6D/MxnyE91mU+Q87GfOIfG3q+/w7eEp3H2L5/usxX39eyG7qe1O1GUnmsS5cuuH37Ng4cOIADBw7g0qVLkMvl1c6tHAuZk5NT9bF9+3aDelxSUmJQeZiP+QzpsS7zGXI25hP/2JDzQVWEMpVkMHmM7fun63wNvda/6xedkYzM119/Lfn7+1c7VlJSIllZWUmrV6+udjwgIECaM2dOna997do1CRW/gPGDH/zgBz/4wQ9+GMXHtWvXtFBh1cwk1lm0trZGcHAwkpKSqo4plUokJyejZ8+edb6On58frl27BmdnZ+6ZTERERAZNkiTk5ubCz89Pp/cxiWIRAGbNmoXp06fjlVdegYeHBxYvXozAwED079+/ztewsLBAkyZNdJiSiIiISHtcXV11fg+jKRYLCwsRERGB9PR0pKenIzQ0FNHR0Zg+fToAICoqCunp6QgLC4OdnR3kcjm2bdsGCwuTGpZJREREpF867eQWKCMjQxo7dqzUvHlztc9v3LhRatSokfT111+rfX7p0qVSUFCQ1L17dykiIkK6evVqteevXr0qRURESN27d5eCgoKkpUuXaiXfP//8Iz3xxBNS7969pV69ekldu3aVduzYYTD5MjMzpZkzZ0p9+vSRQkNDpTZt2kgvv/yyVFZWZhD5/u3MmTOSlZWV2r9jkflcXV2lvn37VvtISkrSW77aspWUlEivv/661LVrV6l3795S+/btpc8++0xv2WrL9/XXX0utW7eu9n3r3Lmz5OLiYhD5JEmSNmzYIHXu3Fnq3bu3FBQUJM2aNUsqKSkxmHzHjh2THnroIalXr15Su3btpPfee++uc3SVT6VSSStXrpT69OkjPfTQQ1JQUJA0efJk6datWxpdW2Q+SRL33nGvfKLfO+6VT+R7R13/biVJzPtGXfKJft8wyWLxzJkzUt++faVp06bdNRlGkiRp+vTp0ksvvST5+fmp/YHYtGmT5OPjI2VkZEiSJElvvfWW1KlTJ6m8vFySJEkqLy+XgoKCpHfeeUeSJEm6efOm1KhRIyk+Pr7B+V588UXp6aefllQqVVUWKysr6ffffzeIfL/++qvUpUsXqaioSJIkSUpNTZXkcrn0ySefGES+f+vXr5/k6Oh419+x6Hx9+/at9fW6zHevbBMnTpSmT59e9fO3b98+6aWXXtJLtnvlW7t2rbR27dpqxz7++GNp6tSpBpHvzz//lCwtLaWdO3dKkiRJOTk5UkBAgDRv3jyDyHf16lXJyclJ2rx5syRJkpSWlib5+PhIS5Ys0Uu+3NxcydHRUfr7778lSZKk/Px8qVu3btKoUaPqfG2R+SRJ7HvHvfKJfu+4Vz6R7x11+butJOJ9oy75RL5vSJKJFotpaWlSUVGR2pnTkiRJV65ckSRJkvz9/dX+g+/evbs0a9asqse3bt2SLCwspD179kiSJEkKhUKytLSUlEpl1TkzZ86UevTo0eB8P/zwQ9UPTCV3d3fp/fffN4h8t2/fvitf586dpeeee84g8lVavXq1NHPmTLV/x6Lz3esfvS7z1Zbt3Llzkp2dnXT79m0h2e6VT5327dtLp06dMoh8GzZskABIBQUFVcdGjx4tDR482CDyxcXFSY0bN6527LnnnpNatmypl3xFRUXShx9+WO3Yp59+Ktnb20sqlapO1xaZT5LEvnfcK5/o94575RP53lGXv1tJEve+UZd8It83JEmSTHJAX227vQCAv79/jc/VZTeYw4cPw9/fHy4uLlXnBAUF4fjx4ygtLW1QvtGjR6NVq1ZVj1UqFYqLi+Ht7W0Q+VxdXavl27dvH65du4aJEycaRD6gYp3MhQsXYu7cuXc9Zwj50tLSMHr0aPTu3Rvh4eHYvHmz3vLVlm3Xrl1o1qwZvv/+e4SGhqJXr16YN29e1TUN4Xv3b0ePHoW9vT2CgoIMIl/v3r3h6emJ9evXAwBSUlJw6NAh9O7d2yDyXbt2DY0aNap2zNfXF//88w9u3bql83y2traYNWtWtWMFBQVo1KgRZDLZPa8tOh8g9r3jXvlEv3fcK5/I9466/N2KfN+oSz6R7xuAiS3KrQ112Q0mLS1N7fOlpaXIzMzUap6dO3fC09MTY8aMMah8CQkJaNOmDR599FF88cUX6Nixo8Hke/PNN/HCCy9U+0dRyRDytW3bFh9++CEOHTqE+fPnY9KkSVi9erXwfBcvXsSlS5fw+++/Y//+/di+fTs2btyIF198UXg2db788ks8/fTTVY9F5/P29oZCocC7776L1q1bo127dnj6f+3daVBTZ9sH8D8EAoJgCWKCCIFCiw4WCgg4IgQtyoyMy1RLrVrA0dahFqqlxUFace3jdMSlHfcFKy6IuLYOdQGxdavWVpS6FAS1MKTsyh6W6/3gkIeYBGJFkqfv9ZvhQ+5zn/v8c45wX+Ys+fBDJCQkGEQ+qVSKkpISdHR0KNtKS0sBANXV1X2ej4iQmZmp3D89ja3vfD0xtHz6nju05TOEuUNTNkOaNzTl0/e8wcWiFt19G4y25d21/xNVVVVITExEeno6LCwsDCrfuHHjcOfOHZw9exYxMTHYvn27QeTLz8/HzZs3MWvWrG776XP/HT16FM7OzgAALy8vREVF4euvv9Z7vpaWFrS1tSEpKQnGxsawsbFBbGwstmzZgra2Nr1me1Z9fT2ysrIwffp0nbbTF/kKCwsRGhqK5ORk3Lt3D0VFRThz5gy2bdtmEPnef/99NDU1YfPmzQCAgoICHD58GABUPo3sq3zr16+Hk5MTYmJinmtsfebThSHkM4S5Q1s+Q5g7ns1maPOGpn2n73mDi8Vn2NnZwcTEBNXV1Srt1dXVkEgkAJ6eutG03NTUFLa2tr2So66uDtOmTUNKSgpGjhxpcPk6DR8+HHPnzsWKFSsMIl9cXBzWr1+vdbm+82kilUpRVFSk93yd/+vs+nBXR0dHtLa2oqyszKD23YEDBzBp0iT0799f2abvfDt27ICNjY1ywhGJRIiJicGCBQugUCj0nm/w4MG4cOECzpw5g1GjRuHLL7/E4sWL0a9fP9jb2/dpvvT0dOTk5GDfvn3KiaqnsfWdryeGks8Q5g5d9p++5g5N2Qxp3tD1315fzxtcLD5Dl2+DCQwMxIMHD1BXV6fsk5eXBz8/P5iamr5whrq6OkyePBmLFi1CWFgYWlpaUFBQYBD5fvjhB9y6dUulzdLSEvX19XrPV1paipKSEsTFxSEkJAQhISGQy+VYvXo1QkJCcOvWLb3vv5ycHJw8eVKlraysDI6OjgD0u//8/f0BAHK5XNlWUVEBExMTSCQSve+7rp49BQ3o/3ejtbUVQqFQpU0oFKK5uRmNjY16zwc8/UTi2LFjuHTpEtLT01FRUYGwsDAIBII+y3fw4EGkpaUhMzMT5ubmKCgoQEtLS49j6ztfTwwhnyHMHdryGcLcoSnbw4cPDWbe0LbvDGLe0Ok2mP9RPd1Rqe2OtsOHD5O9vT1VVlYSEdGKFSvozTffVLsF/auvviKip881E4vFOt+C3l2+J0+eUFBQEB04cIDq6uqorq6O/vjjD4qKijKIfMnJyRQdHa18NlZ1dTV5eHhQZGSkQeR7lqZjrM98qampFBISQk1NTUT09PvIJRIJrV27tk/zacrW3NxMrq6ulJCQQERELS0tJJPJ1B5No+9je/PmTRoxYoTGZfrMl52dTcbGxnT+/HkievrMys5nmhlCPrlcTpMmTVL+7v7555/k4uJCeXl5fZYvPT2dgoODqby8XPn3bebMmVRcXKzT2PrM15W+5o7u8hnC3NFdPn3PHboeWyL9zBvd5TOEeeNfWSw2NjaSTCYjd3d3MjMzI5lMRt9++61y+aZNm0gmk5GZmZnyIb91dXUqY2zcuJG8vb1fysMtu8s3f/58jV8S3vUXXp/58vPzadasWRQQEEDBwcHk5eVFn376qcHsv06HDh1SOcZdH1+iz3yPHj2imJgY8vf3p+DgYPLx8aF169Ypf6Ffdr6e9l1BQQGNGzeOfHx8lI9i6PwDpe991yk2Npa2bt2qdQx95ktLS1M+lNvHx4fee+89KikpMYh8tbW1FBoaSsOHD6fAwEAKDQ2lS5cuqY3xsvKVlZWRQCDQ+Petc8LW9aHc+sqnz7mjp3z6njt6yqfPuUOXY0ukv3mjp3z6njeIiIyIiHr+/JExxhhjjP1/xNcsMsYYY4wxrbhYZIwxxhhjWnGxyBhjjDHGtOJikTHGGGOMacXFImOMMcYY04qLRcYYY4wxphUXi4wxxhhjTCsuFhljjD23jo4ONDQ0vNAYXb96jDFmuLhYZIy9EGdnZ4hEIkgkEuWPkZERhEKhSlv//v0RHR2t77isFzx48AABAQG4d+8eAGDVqlWQSCQQCAQQCASQSCRYtWqVsr+rqyssLCyU3zN++PBhAMCIESOQnZ2tl/fAGNMdF4uMsRd25MgRyOVy5Q8AjBo1SqXts88+03NKw7R06VIYGRnhwYMH+o6ik7KyMgQFBSEyMhI+Pj4AgKSkJMjlcjg6OsLR0RFyuRxJSUnKdfbu3Qtra2scPXoUcrkcU6dOBQCkpqZi2rRpyM3N1cdbYYzpiItFxhhjOvvoo48glUoRGxurU//z589jypQp2LNnDyZOnKiybNSoUZg3bx6ioqLQ2Nj4MuIyxnoBF4uMsReSnZ0Nf3//Hvt9/PHH+M9//tMHidjLkp+fj2PHjiE+Pl6n/qdPn0ZERAQyMjIwfvx4jX0WLlyIkpIS7NmzpzejMsZ6EReLjLEX0nk9Wk8GDhwIe3t7dHR0YO3atRg2bBhEIhHEYjFmzJiBoqIiZd/Oa+CMjIwQHR2NzMxMeHl5wcrKCmPHjkVBQQE6OjqwaNEiODk5wd7eHp9//jna2tqUY4SHh0MkEsHIyAhbtmzBwoUL4eLiAmtra/j5+eHcuXNqGWtraxEXFwcHBweIRCK4uLggISFB5UaOruPu2rULX331FYYOHQpTU1Pl6eTy8nIkJibC09MT9vb2eOWVVxAWFoZff/1VZXuenp5Ys2YNAMDPz095fWd1dTXc3d3Rv39/lVPUf/31FyQSCYRCIZydnZXj7NmzR3nNYEhICC5cuIDAwEDY2trCyMgIS5cuVenr7e0NkUgEW1tbTJw4ETdu3Ojx+AHAwYMHAQBjx47tse+JEycQGRmJ48ePQyaTae0nFovh4eGB9PR0nTIwxvSAGGOslwEgmUymcdmcOXPIysqKzpw5Q0REcrmcxowZQ3Z2dlRSUqI2zrBhw+iLL74ghUJBcrmc3NzcaPjw4bRmzRq6ePEiERFlZGQQANq6davK+ufOnSMAJBaLaePGjaRQKKi+vp5mzJhBQqFQuT4RUUNDA3l6epKHhwcVFhYSEdH169dpyJAhFBQURG1tbWrjenp60s6dO6mtrY1u375NAoGAiouL6fvvvycLCwvKzc0lIqLHjx/TzJkzydramsrKylQyJicnEwAqLi5W21falslkMpJKpWr9pVIpubi40LvvvkvV1dWkUChIJpNRcnIyERGtWLGCBAIBHThwgNrb2+nx48c0ffp0srCwoN9//13j8eoqJCSEJBKJ1uVSqZSkUillZGSQRCKh69ev9zgmEVFERAQJhUJqbW3VqT9jrG9xscgY63XaisWffvqJANCSJUtU2gsKCggAzZ8/X20csVisUkR0FlAJCQkqfZ2cnGjcuHEqbZ1F3bPtlZWVJBQKaeTIkcq25cuXEwDKyclR6bt9+3YCQIcOHVIbd8KECSp9d+3aRU+ePKGff/5Z7T3W19eTiYkJLV68WKW9t4tFExMTKi0tVbZdvnyZfvnlFyoqKiKBQECRkZEq69TW1pKFhQWFh4erjfcsBwcH8vLy0rpcKpWSmZkZCQQCmjNnTo/jdYqLiyMAyiKdMWZY+DQ0Y6zPZGRkAIDa9Wtubm6wtrbGqVOn1Nbx9fWFiYmJ8rWDgwOAp49d6crBwQElJSUatxsSEqLy2tbWFn5+frhy5QrKy8uV2czNzREUFKS2fQAaswUHB6u8nj17NqysrDB69GgsW7ZMZZmlpSXs7e1x584djRl7i5ubGwYPHqx8PXLkSPj7++PIkSNob29X2/cDBgyAm5sbsrOzVU7ja1JVVQVLS8tu+1haWmLw4MHYuXOn8hR7TzrHrKqq0qk/Y6xvmfTchTHGekdhYSEAYMqUKRAIBCrLiAg1NTVq6wwcOFDltampqcZ2oVCo9Y5asVis1mZvbw8AKC4uxqBBg1BYWAiFQoEhQ4ao5bK0tERlZaXaGHZ2dhq3197ejp07d2L37t14+PAh2tvbAQAVFRV49dVXNa7TW7Rl6tz3sbGxajeoNDU1QSAQoLq6GoMGDdI6tkKhUCncNbGyssKpU6cQFBSEhIQE2NnZISoqqtt1OsdUKBTd9mOM6QcXi4yxPkNEAIDc3Fx4eHjotI6RkdFztT9vlq5EIpHyOZG6MDbWfHImPj4eGzZswIYNG/Dhhx/C3NwcAFRuSnkRHR0dz52p8/2mpaUhPDz8H23XwsICra2tPfZzd3dHVlYWxowZg7lz52LgwIHdbrOzSNTlRinGWN/j09CMsT7z+uuvAwBKS0vVlj169AhXr159Kdv9+++/1drKysoAAC4uLgCA1157DVVVVWhpaVHrm5eXh4KCAp23t3v3bgwbNgxxcXHKQvGf6PzE7dnTwxUVFc89Vnf7vry8HOfPn+9xDHt7e9TW1uq0PV9fX5w4cQICgQDvvPMOLl68qLVv55hdT58zxgwHF4uMsT4TEREBADh27JjastjYWOzdu/elbPfZx+RUVFTg2rVrCAgIUJ52jYiIABHh+PHjKn1bWlowfvx43Lp1S+ftmZmZqX3yqVAoNBatndfrdRaEaWlpyMnJAfDf4qlrgVdRUYH79+/rnKXT22+/DYFAoHHfr1q1CikpKT2O4eHhobHY1CYkJAQHDx6EQqHAxIkTkZ+fr7FfSUkJbG1tIZFIdB6bMdZ3uFhkjPWZ0aNHY968eUhNTcXRo0dBRGhtbUVKSgquXLny0r4SsKSkBJs2bUJraysaGhrwySefAIDKDRjx8fHw9vZGYmKisqipqanB7Nmz4e7urvbtI92ZOnUqbt++jW3btoGI0NzcjAULFqC5uVmt79ChQwEAt2/fRktLC1avXo3Hjx8DeHojkFAoxMaNG9HS0oLGxkYsXrxY7bpKXTg7O2PlypX48ccfsWXLFrS3t6OjowP79+/Hd999p/IsRm3eeustPHnyBA8fPtR5u5MnT8aOHTtQW1uLsLAwjevm5eUhNDT0ed4OY6wv6e9GbMbYv01cXByJxWICQKampiQWiyk9PV2lT0dHB33zzTfk4eFBtra2JJVKKSIigu7evavss23bNuU45ubmJBaLqa2tjSZNmkTW1tYEgGxsbGj+/PlUXFxMYrGYTE1NydjYmMRiMWVlZRHRfx9xs2PHDlqyZAm5urqSlZUV+fr60tmzZ9Xy19bW0sKFC8nR0ZHEYjG5urpSfHw81dTUKPtER0eTjY0NASBra2sSi8V048YNlXEaGhooPj6eHB0dydbWlry9vWnz5s3k5OSk3C+d77e9vZ3mzJlDdnZ25ODgQB988AG1t7crxzp58iS98cYbNGDAAPLz86Nz586RTCZTvtd9+/ZRVlYWicViMjY2Vo6fmJio8Rjt37+ffH19SSQSkaOjI02YMIGuXr2q0/GtrKykfv360bp161TaV65cqdx+Z66VK1eq9ElJSSEAZGlpSWKxmJqbm4mI6Nq1awSATp06pVMGxljfMyLScJU3Y4z9C+Tm5mLMmDFITU1FdHS0vuP8Kyxfvhxbt25FYWEh+vXr98LjTZ48GU1NTTh9+nQvpGOMvQx8GpoxxpjOkpKSEBAQgKlTp2q8Geh5LFu2DHfv3sW+fft6KR1j7GXgYpExxpjOBAIBMjMzERgYiLy8vBca6/79+7hy5YrWZ0MyxgwDn4ZmjP0rhYeH4/Lly6ipqYG1tTVcXV3x22+/6TsWY4z9z+FikTHGGGOMacWnoRljjDHGmFZcLDLGGGOMMa24WGSMMcYYY1pxscgYY4wxxrTiYpExxhhjjGnFxSJjjDHGGNOKi0XGGGOMMabV/wEhQF6G5SEl0AAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_PT\n", "\n", "fig_PT = plot_PT(planet, model, atmosphere, \n", " log_P_min = -7,\n", " show_profiles = ['day', 'terminator', 'night'])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the two parameters $\\bar{T}_{\\rm{DN}, \\, high}$ and $T_{\\rm{deep}}$ define the vertical temperature profile of the terminator plane, which is here assumed to vary linearly (in log pressure) from $10^{-5}$ to $10 \\, \\rm{bar}$. The third parameter, $\\Delta T_{\\rm{DN}, \\, high}$, then specifies the temperature difference between the dayside and nightside and hence fully determines the dayside and nightside P-T profiles (when we assume they converge in the deep atmosphere). See [MacDonald & Lewis (2022)](https://ui.adsabs.harvard.edu/abs/2022ApJ...929...20M/abstract) for further details on this P-T profile parametrisation.\n", "\n", "Similarly, we can plot the mixing ratio profiles:\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_chem\n", "\n", "fig_chem = plot_chem(planet, model, atmosphere,\n", " plot_species = ['H2', 'He', 'CO', 'H2O', 'H-'],\n", " colour_list = ['black', 'darkgrey', 'magenta',\n", " 'royalblue', 'crimson'],\n", " show_profiles = ['day', 'night'], # Just plot the day and night profiles to reduce clutter\n", " legend_title = 'Ultra-hot Jupiter', \n", " legend_location = 'upper left') " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our chosen mixing ratio profiles have $\\rm{H}^{-}$ being four orders of magnitude less abundant on the nightside than the dayside (since $\\rm{H}^{-}$ is expected to be less abundant at lower temperatures), whilst $\\rm{H}_2 \\rm{O}$ is two orders of magnitude less abundant on the dayside (due to thermal dissociation). Though this is a simple toy model, it suffices to demonstrate below the impact of day-night composition gradients on transmission spectra. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Computing 2D Transmission Spectra with Day-Night Gradients\n", "\n", "TRIDENT computes multidimensional transmission spectra using exactly the same functions as we saw in the previous tutorial for 1D models.\n", "\n", "We first pre-interpolate the cross sections — don't forget to set ``T_fine`` to encompass the full range of temperatures in the atmosphere (e.g. by examining the P-T profile plot above)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in cross sections in opacity sampling mode...\n", "H2-H2 done\n", "H2-He done\n", "H-bf done\n", "H2O done\n", "CO done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities, wl_grid_constant_R\n", "\n", "#***** Wavelength grid *****#\n", " \n", "wl_min = 0.6 # Minimum wavelength (um)\n", "wl_max = 5.3 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 1200 # Colder than the nightside\n", "T_fine_max = 2400 # Hotter than the dayside\n", "T_fine_step = 10 # 10 K steps are a good tradeoff between accuracy and RAM\n", "\n", "T_fine = np.arange(T_fine_min, (T_fine_max + T_fine_step), T_fine_step)\n", "\n", "# Define fine pressure grid (log10(P/bar))\n", "log_P_fine_min = -6.0 # 1 ubar is the lowest pressure in the opacity database\n", "log_P_fine_max = 2.0 # 100 bar is the highest pressure in the opacity database\n", "log_P_fine_step = 0.2 # 0.2 dex steps are a good tradeoff between accuracy and RAM\n", "\n", "log_P_fine = np.arange(log_P_fine_min, (log_P_fine_max + log_P_fine_step), \n", " log_P_fine_step)\n", "\n", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac = read_opacities(model, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate our 2D transmission spectrum\n", "spectrum_2D = compute_spectrum(planet, star, model, atmosphere, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "# Add the spectrum to an empty spectra plot collection\n", "spectra = plot_collection(spectrum_2D, wl, collection = [])\n", "\n", "# Produce figure and save to file\n", "fig = plot_spectra(spectra, planet, model, R_to_bin = 100,\n", " plt_label = '2D Model')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alright, here's where the fun begins! Now we can address interesting science questions, such as:\n", "\n", "1. How important are 2D effects in shaping transmission spectra of ultra-hot Jupiters? \n", "\n", "One way to study this question is to disable the 2D temperature and composition gradients and compare with the equivalent 1D spectrum of this planet (i.e. the spectrum of planet with the same P-T profile and chemical composition as the terminator plane, but uniform throughout the day-night line of sight). We can readily do this by setting the 'Delta' parameters to zero and generating a new spectrum. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define new parameter arrays for thr 1D atmosphere\n", "PT_params_1D = np.array([1800, 0.0, 2200]) # Delta_T_DN = 0\n", "log_X_params_1D = np.array([-10.0, 0.0, -4.3, 0.0, -3.0]) # Delta log (H-) = 0 and Delta log(H2O) = 0\n", "\n", "# Create a new 1D atmosphere\n", "atmosphere_1D = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params_1D, log_X_params_1D, \n", " geometry_params = geometry,\n", " N_slice_DN = N_slices)\n", "\n", "# Generate the 1D transmission spectrum\n", "spectrum_1D = compute_spectrum(planet, star, model, atmosphere_1D, \n", " opac, wl, spectrum_type = 'transmission')\n", "\n", "# Add the two spectra to a plot collection\n", "spectra = []\n", "spectra = plot_collection(spectrum_1D, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_2D, wl, collection = spectra)\n", "\n", "# Produce figure and save to file\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_min = 1.62e-2, y_max = 1.78e-2,\n", " spectra_labels = ['1D Model', '2D Model'],\n", " colour_list = ['darkorange', 'darkgreen'],\n", " plt_label = '2D Day-Night Effects')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As seen above, 2D effects can produce rather significant differences. In this case, the large $\\rm{H}^{-}$ abundance gradient between the dayside and nightside produces the substantial spectral differences at optical wavelengths (though 2D effects are present throughout the modelled wavelength range). \n", "\n", "The plot above folds the impact of temperature and composition gradients into a single '1D vs. 2D' comparison. However, you can also consider more specific science questions, such as:\n", "\n", "2. How different would the spectrum look without the $\\rm{H}^{-}$ and $\\rm{H}_2 \\rm{O}$ day-night chemical gradients (but keeping the temperature gradient)?\n", "\n", "We can address this question by generating spectra with $\\Delta \\log \\rm{H^{-}_{DN}} = 0$ and $\\Delta \\log \\rm{H_2 O_{DN}} = 0$, respectively.\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define new mixing ratio parameter arrays\n", "log_X_params_no_H2O_gradient = np.array([-10.0, +4.0, -4.3, 0.0, -3.0]) # Delta log(H2O) = 0\n", "log_X_params_no_Hminus_gradient = np.array([-10.0, 0.0, -4.3, -2.0, -3.0]) # Delta log(H-) = 0\n", "\n", "# Create new atmospheres\n", "atmosphere_no_H2O_gradient = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params_no_H2O_gradient, \n", " geometry_params = geometry,\n", " N_slice_DN = N_slices)\n", "atmosphere_no_Hminus_gradient = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params_no_Hminus_gradient, \n", " geometry_params = geometry,\n", " N_slice_DN = N_slices)\n", "\n", "# Generate the new transmission spectra\n", "spectrum_no_H2O_gradient = compute_spectrum(planet, star, model, atmosphere_no_H2O_gradient, \n", " opac, wl, spectrum_type = 'transmission')\n", "spectrum_no_Hminus_gradient = compute_spectrum(planet, star, model, atmosphere_no_Hminus_gradient, \n", " opac, wl, spectrum_type = 'transmission')\n", "\n", "# Add the three spectra to a plot collection\n", "spectra = []\n", "spectra = plot_collection(spectrum_no_H2O_gradient, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_no_Hminus_gradient, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_2D, wl, collection = spectra)\n", "\n", "# Produce figure and save to file\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_min = 1.62e-2, y_max = 1.78e-2,\n", " spectra_labels = ['No H$_2$O Gradient', 'No H$^{-}$ Gradient', '2D Model'],\n", " colour_list = ['royalblue', 'crimson', 'darkgreen'],\n", " plt_label = 'Impact of 2D Chem Gradients')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The differences between these models can be intuitively understood through the fact that the 2D model has a more extended dayside due to its higher temperature.\n", "\n", "* Since the 2D model has more $\\rm{H}^{-}$ on the dayside than the nightside, removing the composition gradient (i.e. replacing the $\\rm{H}^{-}$ abundance throughout the atmosphere with the terminator abundance) lowers the $\\rm{H}^{-}$ abundance in the region that contributes most to the spectrum. Hence, the $\\rm{H}^{-}$ absorption in the visible and near-IR becomes much weaker without the composition gradient.\n", "* Since the 2D model has *less* $\\rm{H}_2 \\rm{O}$ on the dayside than the nightside, the 1D model has a higher $\\rm{H}_2 \\rm{O}$ abundance in the region that contributes most to the spectrum (i.e. the dayside). Hence, the $\\rm{H}_2 \\rm{O}$ absorption features in the near-IR become stronger without the $\\rm{H}_2 \\rm{O}$ composition gradient.\n", "\n", "\n", "The two effects above, combined with the impact of the temperature gradient, explain the differences between our 2D ultra-hot Jupiter model and the 1D terminator plane 'equivalent' spectrum." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Example: A 2D Warm Neptune\n", "\n", "Now let's switch to examine the other type of 2D model: morning-evening asymmetries.\n", "\n", "We'll consider a 2D model of a warm Neptune, using planetary properties for HAT-P-26b ($T_{\\rm{eq}}$ = 1040 K)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_star, create_planet\n", "from POSEIDON.constants import R_Sun, R_J\n", "import numpy as np\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 0.87*R_Sun # Stellar radius (m)\n", "T_s = 5079.0 # Stellar effective temperature (K)\n", "Met_s = -0.04 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.56 # Stellar log surface gravity (log10(cm/s^2) by convention)\n", "\n", "# Create the stellar object\n", "star = create_star(R_s, T_s, log_g_s, Met_s)\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'HAT-P-26b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 0.63*R_J # Planetary radius (m)\n", "g_p = 4.3712 # Gravitational field of planet (m/s^2)\n", "T_eq = 1043.8 # Equilibrium temperature (K)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, gravity = g_p, T_eq = T_eq)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A 2D Evening-Morning Gradient Model\n", "\n", "The required model settings for 2D evening-morning gradients are similar to those for 2D day-night gradients:\n", "\n", "* ``𝗧𝘄𝗼𝗗_𝘁𝘆𝗽𝗲`` is a string identifying whether the 2D model is for day-night variations ('D-N') or evening-morning terminator variations ('E-M'). We'll focus on the latter case here.\n", "* ``𝗣𝗧_𝗱𝗶𝗺`` is an integer specifying the dimensionality of the pressure-temperature profile. For 2D models, ``PT_dim = 2``.\n", "* ``𝗫_𝗱𝗶𝗺`` is an integer specifying the dimensionality of the chemical mixing ratios. If you want the abundance of *any* chemical species to vary between the regions, set ``X_dim = 2``. Note: you don't need both ``PT_dim`` and ``X_dim`` to equal 2 for a 2D model (e.g. ``PT_dim = 2`` and ``X_dim = 1`` would have an evening-morning temperature gradient but uniform abundances around the terminator).\n", "* ``𝘀𝗽𝗲𝗰𝗶𝗲𝘀_𝗘𝗠_𝗴𝗿𝗮𝗱𝗶𝗲𝗻𝘁`` is a list specifying which included chemical species will vary in abundance between the evening and morning terminators (when ``X_dim = 2``).\n", "\n", "Let's define a model atmosphere with an evening-morning temperature gradient containing $\\rm{H}_2 \\rm{O}$, $\\rm{CH}_4$, and $\\rm{CO}$. For this scenario we are imagining that each terminator lies on opposite sides of the $\\rm{CH}_4$ / $\\rm{CO}$ equilibrium boundary, such that the $\\rm{CH}_4$ and $\\rm{CO}$ abundances vary between the morning and evening terminators (but $\\rm{H}_2 \\rm{O}$ does not)." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Free parameters: ['R_p_ref' 'T_bar_term_high' 'Delta_T_term_high' 'T_deep' 'log_H2O'\n", " 'log_CO_bar_term' 'Delta_log_CO_term' 'log_CH4_bar_term'\n", " 'Delta_log_CH4_term' 'alpha']\n" ] } ], "source": [ "from POSEIDON.core import define_model\n", "\n", "#***** Define model *****#\n", "\n", "model_name = '2D_Warm_Neptune' # Model name used for plots, output files etc.\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O', 'CO', 'CH4'] # The trace gases are H2O, CO, and CH4\n", "\n", "# Specify which chemical species vary in abundance between the morning and evening terminators\n", "EM_vary = ['CO', 'CH4'] # Only CO and CH4 change \n", "\n", "# Create the model object\n", "model = define_model(model_name, bulk_species, param_species, \n", " PT_profile = 'gradient', X_profile = 'isochem',\n", " TwoD_type = 'E-M', PT_dim = 2, X_dim = 2, # Now 'EM', not 'DN'\n", " species_EM_gradient = EM_vary) # Now 'EM', not 'DN'\n", "\n", "# Check the free parameters defining this model\n", "print(\"Free parameters: \" + str(model['param_names']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This 2D model also has 10 parameters. The P-T profile is defined by the average terminator temperature at the top of the atmosphere, $\\bar{T}_{\\rm{term}, \\, high}$, the temperature difference between the evening and morning terminators at the top of the atmosphere, $\\Delta T_{\\rm{term}, \\, high}$, and the temperature in the deep atmosphere, $T_{\\rm{deep}}$. Similarly, the abundance profiles for $\\rm{CO}$ and $\\rm{CH}_4$ are defined by the average terminator (log) abundance and the difference between the evening and morning terminator (log) abundances. Since we assumed $\\rm{H}_2 \\rm{O}$ has a uniform abundance, it only requires one parameter. Finally, $\\alpha$ is the *opening angle* between the evening and morning terminators.\n", "\n", "Now let's specify the required parameters and generate this 2D atmosphere." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "import numpy as np\n", "\n", "# Specify the pressure grid of the atmosphere\n", "P_min = 1.0e-9 # 0.1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# We'll space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure and radius\n", "P_ref = 10.0 # Reference pressure (bar)\n", "R_p_ref = R_p # Radius at reference pressure\n", "\n", "# Provide a specific set of model parameters for the atmosphere \n", "PT_params = np.array([800, 400, 1400]) # T_bar_term, Delta_T_term, T_deep\n", "log_X_params = np.array([-2.3, -4.5, +4.0, -4.0, -1.5]) # log(H2O), log(CO), Delta(CO), log(CH4), Delta(CH4)\n", "geometry = np.array([40]) # Opening angle alpha (in degrees)\n", "N_slices = 10 # Number of discrete slices over transition (angular width = N/alpha), defaults to 2 if not specified\n", "\n", "# Generate the atmosphere\n", "atmosphere = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, geometry_params = geometry,\n", " N_slice_EM = N_slices) # Now 'EM', not 'DN'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what this 2D atmosphere look like:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_geometry\n", "\n", "# Produce plots of atmospheric properties\n", "fig_geom = plot_geometry(planet, star, model, atmosphere)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see a temperature gradient between the upper atmosphere of the evening and morning terminators, with the transition occurring linearly over a 40° opening angle. This plot is *to scale*, demonstrating that the occulting area of a warm Neptune with 2D terminator gradients can be highly asymmetrical. \n", "\n", "The panel on the right is a slice through the north-south pole plane, which demonstrates that the temperature profile is the same on the dayside and nightside (i.e. this model is 2D because it assumes zenith symmetry about the terminator plane).\n", "\n", "We can also plot the evening, average, and morning terminator P-T profiles separately:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_PT\n", "\n", "fig_PT = plot_PT(planet, model, atmosphere, \n", " log_P_min = -7,\n", " show_profiles = ['evening', 'average', 'morning'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And the mixing ratio profiles:\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_chem\n", "\n", "fig_chem = plot_chem(planet, model, atmosphere,\n", " plot_species = ['H2', 'He', 'H2O', 'CO', 'CH4'],\n", " colour_list = ['black', 'darkgrey', 'royalblue', \n", " 'magenta', 'orangered'],\n", " show_profiles = ['evening', 'morning'], # Just plot the evening and morning profiles to reduce clutter\n", " legend_title = 'Warm Neptune', \n", " legend_location = 'upper left')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Computing 2D Transmission Spectra with Evening-Morning Gradients\n", "\n", "Once a 2D atmosphere is initialised, TRIDENT automatically computes multidimensional transmission spectra using the relevant geometry (either evening-morning terminator or day-night property gradients). So we don't have to change anything (besides the range of ``T_fine``) from how we made the 2D day-night model above! " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in cross sections in opacity sampling mode...\n", "H2-H2 done\n", "H2-He done\n", "H2-CH4 done\n", "H2O done\n", "CO done\n", "CH4 done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities, wl_grid_constant_R\n", "\n", "#***** Wavelength grid *****#\n", " \n", "wl_min = 0.6 # Minimum wavelength (um)\n", "wl_max = 5.3 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 400 # Colder than the nightside\n", "T_fine_max = 1600 # Hotter than the dayside\n", "T_fine_step = 10 # 10 K steps are a good tradeoff between accuracy and RAM\n", "\n", "T_fine = np.arange(T_fine_min, (T_fine_max + T_fine_step), T_fine_step)\n", "\n", "# Define fine pressure grid (log10(P/bar))\n", "log_P_fine_min = -6.0 # 1 ubar is the lowest pressure in the opacity database\n", "log_P_fine_max = 2.0 # 100 bar is the highest pressure in the opacity database\n", "log_P_fine_step = 0.2 # 0.2 dex steps are a good tradeoff between accuracy and RAM\n", "\n", "log_P_fine = np.arange(log_P_fine_min, (log_P_fine_max + log_P_fine_step), \n", " log_P_fine_step)\n", "\n", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac = read_opacities(model, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate our 2D transmission spectrum\n", "spectrum_2D = compute_spectrum(planet, star, model, atmosphere, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "# Add the spectrum to an empty spectra plot collection\n", "spectra = plot_collection(spectrum_2D, wl, collection = [])\n", "\n", "# Produce figure and save to file\n", "fig = plot_spectra(spectra, planet, model, R_to_bin = 100,\n", " plt_label = '2D Model')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's examine the same questions as above, but for evening-morning gradients:\n", "\n", "1. How important are 2D effects in shaping transmission spectra of warm Neptunes? \n", "\n", "As above, we'll set the temperature and composition 'Delta' parameters to zero to generate a 1D spectrum with the average terminator properties." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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8qj+YEEII0YRVNjWJBHO1aMaMGSVWnF77df12IcWCg4MJDg5m5MiRgDoEaWBgwIYNG/S9ZXUpJCSE8ePHk5OTw+LFizE1Na3S9UePHuXAgQPMmTOnxHBqbGwsAFOmTMHAwICjR49y8eJFevTowf/+9z8++eSTMuubOHEinTt3BqBDhw7MnDmTY8eOVXk+hBBCCHGrkGCuFhWvZi3r60bZp7/77jvuv/9+jI2NAXBxcWHw4MFERUXxzz//1Ek7x44dq08T0rt3bwoLC9m6dStPP/10lerJzc3lmWeeYeTIkUyfPr3EueK98xwdHVmyZAm2trbY2dmxdOlSWrZsyaxZs0hPTy9V5+DBg0u8HzVqFAC//vprldomhBBC3CokmGtg3333Xam92qo71Lpx48ZK9QgWpyaJj48nLi6Ov//+m7vuuqtKdQA88cQTFBQUsHHjxlI54opz9QwaNKjEOa1Wy9ChQ8nIyGD//v2l6nR2di7xvniuYGhoaBU+CSGEEOLWIalJGtDRo0cJDg7m4YcfLnFcp9Oh0Wj46aefWLFiRYm8deV58MEHa5yvrbJ1vPTSSxw5coQ9e/ZgZWVV6ryXlxcADg4Opc41a9YMgPj4+ArvU5VM20IIIcStSHrmrlOfq1nXr1/PrFmzSg3JxsXF8cADD5CSksIff/xRL22pitmzZ/PLL7/w999/6wOzqKgooqKi9GWKty+Ji4srdX3x6tTia69VPNeuWHFCRV9f39ppvBBCiCYnMzOTl156iddff5233nqLiRMn6hPsBwUFMXnyZJo3b65PGjxx4kTWrVt3ww6BOXPm0Lp1a30y/WudPHkSNzc3Jk+eXG66ruutX7+e7t27s2/fvnLLrVmzplLlQFazVlt9rWbV6XRs3LiRhx56qMzzxb1j3333XZ23pSref/99Vq9ezY4dO3B3d9cf//LLL/nyyy/17/v370/z5s3ZtWtXiYUciqKwe/dubG1t6dOnT6n6d+3aVeL977//DsA999xT248ihBCiiUhKSiI/P593332XBQsWMHjwYGbOnAmoSYOnTJmCmZkZixYtYtmyZaxYsYItW7Ywe/bsMuubN28enTp1YvPmzaWmEn3zzTdYWloyZcoUOnbsWOk2Pvroo5XqeJg4cWKlOygqu5pVhlkbyK5du7Czs7thKpBRo0ZhbW3N1q1bSUtLw9raup5bWNoXX3zBq6++yoMPPqhPcFxs9+7dJRYvaLVaPvvsM0aNGsVrr73G/Pnz0Wg0zJ8/nwsXLrB69WosLS1L3WPZsmV06tSJzp07ExgYyJIlS+jSpQuTJ0+u68cTQghRgUJdIclZyTWux87cDoMq7M/q6enJsmXL9O+9vb2JiYm5YXkrKysWLlzI4MGDeeqpp8pchOjp6YmHhwcff/wx77//PqD2yrVt25a//vqrRNmvvvqKkydPYmNjQ05ODvPmzcPc3Jzo6GhefPFF7O3tcXZ2Ji8vT39NcnIyCxYswMbGhoSEBPr06VNqjnxtkWCuBnJzc/H29tav3JwxYwavv/46YWFh+nluCxcuZPny5fr5YS4uLsTGxmJlZUV+fj4uLi6EhISU2Nz35MmTDB8+nOzsbPLz8/H19WXmzJm89tpr7Nu3j7Fjx5KamgpAz549GTBgAJs3b75hO4ODg+nfvz8ZGRmAuprV2NiY77//niFDhlT6eYt3odi4cWOZ569fiXrnnXfy999/M3v2bNzc3ADo3Lkzf/zxByNGjCjRtuLnWbVqFS+++CJnz54lKyuLu+++m6VLl+pX+wohhGg4yVnJjF83vsb1rBu/DkdLxypdc+1iup07d1a4JVbLli2xsLDgxIkTN8wo8cILLzBs2DBmzJiBp6cn33zzDQsXLiwROP777798//33bN++HY1Gw9tvv82SJUuYM2cOs2fPZuDAgUybNo3U1FR69eqlv2727NkMGDCABx54gMLCQvr27UvPnj1p1apVlZ67MiSYqwETE5NyfzMAeOONN3jjjTeqVG+XLl1uWG/fvn0rvOf1ijezr6nLly9X+ZpBgwaVm2KlrLbt2LGjyvcRQghxa9i9ezepqak33C/1WoqilMq2cC1fX19Gjx7Nxx9/zIQJE2jbtm2JzhVQA8cePXro6/Hz82PBggXMmTOHvXv3MnXqVABsbGxo3bp1iesURdHPu/P19SUyMlKCOSGEEEI0HDtzO9aNX1cr9VTH7t27+e233/joo4/K3X4S1JGfrKwsunbtWm654t65+Ph4PvvsswrbUJUsCxMmTNAvCMzNza2wzdUlCyCEEEIIUSkGWgMcLR1r/FWV+XLFtm/fzp9//sn777+PoaEhb7311g3Lpqen88YbbzB58mQ8PDzKrdfX15fHHnuM22+/vVSvHMCQIUM4cuSIPog7cuQIQ4cOBaBfv34cOHAAgLS0NC5evKi/btiwYezZs0f/fvr06foMDbVNeuau4+/vz+jRo+t9f1YhhBBClC08PJwpU6ZgY2PDtm3bADVgW7BgAUFBQaxatYrs7Gz8/f3JyMggJSWF0aNH8+ijj5ZZ3zvvvMOxY8f4/PPPeeaZZ5gzZ47+3Lx588jOzmbVqlU4OTkxcOBAHnzwQZ5//nlsbGzIzs5m/vz5AMyfP58XX3yRc+fO4ejoiI+PD6tWrcLLy4t58+bxxhtvMGvWLBRF4Y477sDLy4s1a9YQGhrKqlWr8PX11SfHL8v27dv1z1sejSJZWQE1oraxsSE1NbVRrBwVQgghGkLxz8MLFy6UmRRe1J309HTatGnDihUryMzMZMaMGeTk5FQYn8gwqxBCCCFEEybBnBBCCCFEEybBnBBCCCFEEybBnBBCCCFEEyarWa8jq1mFEEIIdTK+qF/Xf+aymrWKanM16+7du1m5ciURERFoNBpSU1MZNmwY/v7+ODg4APDff//x5ptvcuDAAWxtbWnbti06nY7U1FR8fHx47LHHGDt2bIX3uvvuuwkMDCQsLIxBgwaVOn/ixAlOnDiBj49PjZ6pOmJiYujYsSMrV67kvvvuq5d7Hjp0iJkzZ3LixAlSU1PZt28fffr0KbPsb7/9xr333ou3tzc+Pj78/fffGBhUPfdRdeXm5tK2bVteeOEFZsyYUS/3DA4OZsqUKZw4cQKgzGSaly9fLrHbx/nz55k2bRp5eXnk5eXh7OzMli1b2LJlC3PnzsXKyoqUlBTuv//+cvM+VcVHH31E165dS20RJ4Soezk5Ofj6+tbKzkGi6uzs7Hj33XdJTU2t9GpW6ZmrA1OmTGH06NGsXbsWrVZLbGws/fv3Z9euXRw5cgStVkv//v3ZvXs3Pj4+DB48mG+++QZQM0tv2bKFp556im+//ZYffvhBv89rWbZu3crcuXOZN28eu3fvLnW+IX8Ympqa0qZNG+zt7evtnr169WL37t0MHjyY/fv3M3v2bLZv316qnKIoLFq0CIBJkyYxd+7cemtjMUNDQ1q3bo2zs3O93bNly5b6zwco83vm+sD/ueeew93dnbVr16LT6XjzzTfJz8/noYceYtmyZTzxxBNERUWxadOmWmvnRx99xKRJkySYE6IBmJqaEhoaSkZGBp999hm2trb1+ovurc7Q0LDKO0VIMFcHOnXqxBtvvKH/y3B2dubJJ5/ktdde48SJE3Tv3v2G12o0Gu655x68vLzo0aMHr7zyCsuXL692W9555516DRauZWtry969exvk3gCTJ0/m888/Z8+ePQwcOLDEuZ9//pnu3btz8ODBBmodGBgYEBAQ0GD3v5HVq1eXeB8cHEy/fv0A0Gq1LFq0iLCwMLKysmjRogUAbm5uPP/88/XeViFE3TA1NcXIyAh3d3cSExMbujm3JAcHh8oH0YpQFEVRUlNTFUBJTU2tk/o//vhjBVBOnTpV4ri3t7fy2GOPlXnNmDFjFENDQyU5ObncuufMmaNc/1e5a9euEvV++umniru7u2JoaKgMGjRICQkJURRFUaZOnao4OzsrnTp1Uo4fP64oiqL89ddfSt++fRU/Pz+lf//+yrhx45TQ0FBFURQlJSVFGTRokGJjY6NMnDhRmT9/vnLnnXcqLVq0UKZOnaoUFBQoiqIo58+fVwYNGqSYmJgoc+bMURRFUXbv3q0MGjRIAZQPP/xQefLJJ5UBAwYoLVq0UL744osS7c/Pz1deeeUVxcvLS+nbt69yzz33KMuXL1cAxc/PT1m/fn25n8mgQYOUwMBAxcnJSRk0aFCJczqdTunZs6cSERGhAPr2FcvIyFBmzJihtG/fXvHz81M6d+6sLF++XH9+w4YNip+fnwIoa9euVcaPH68MGjRIMTAwUJYuXaqMGDFCcXZ2VgYNGqSsWLFCGTVqlNKqVSvlwQcfVNLS0kp9jsV/T9d+Zq+//rry0ksvKUOGDFFatGhRqo2Koijvvfee4uvrq/j5+SnDhw9X1qxZowBKly5dlA8++KDCz+f6z2XOnDnK119/rX9/bXu8vb2VQYMGKVOnTi3x/F26dFEGDRqk//tLT09Xpk+frnTq1EkZOHCg0rt3b+Xzzz9XdDqdvt78/Hxl/vz5SseOHZV+/fopPXv2VB555BHl4MGDSlxcXKl7Dho0SImOjlYURVEWL16s3HbbbcrgwYOVnj17KhMnTlQuXLhQ7rMKIaqvoKBAyc3Nla8G+Cr+eVqZ+ESCuSJ1HcyNHTtW6d69e6nj5QVzixcvVgBl27Zt5dZdmWBOURRl8+bNCqCcPHlSf6ywsFBp27atkpSUpCiKouzYsUMxNDRU/vjjD32ZmTNnKu7u7vpARFHUYMDW1lY5fPiwoiiKEhERoRgZGZUKsry9vUsFIsVBQEJCgqIoirJx40bF0NBQCQsL05eZNWuWYmdnpwQFBSmKoiiJiYlK586dFUAfWJZn0KBBSmhoqLJkyRIFUHbs2KE/t3HjRmX69On6tlzfvqFDhyq33Xab/nvh7NmzirW1tTJ79mx9mdDQUAVQBg4cqKSkpCiKoihvv/228umnnyqKoiiPPfaYYmVlpfz888+KoihKWlqa4uzsrCxcuLBUO6//e/L29lY8PT31z3no0CEFUPbu3asv88UXXyiGhobKgQMHFEVRlKysLOWOO+5QAGXXrl2V+nwqCuaubc/1n1Hx8197L51OpwwePFgZMmSIkpWVpSiKoly+fFlxdHRUPvzwQ325xx9/XPH29lYiIyMVRVGUnJwcZfjw4cqMGTPKvefPP/+sWFhYKImJifrr+vTpU2abhRDiZlGZ+ERSk9SD//77j+3bt+vnxVWWnZ0dAElJSZUqP3jwYP3XCy+8UOr86NGjcXd357PPPtMf27ZtG35+fvp7zZs3j549ezJy5Eh9mZdffpkrV66wfv36EvV16dKFHj16AODh4UH79u05fPhwpdo6ZswY/WKQO++8k4KCAo4fPw5AdnY2S5cu5eGHH6Zly5YA2NvbM3Xq1ErVfa1p06bh7OzM7NmzAdDpdCxevJhZs2aVWX7Xrl3s3LmTV155RT/RtF27djz66KMsXry41EqjiRMnYmNjA8Abb7xRoo329vaMGTMGACsrK3r37l3pz2fo0KH6uWs9e/bExsamxLULFy7kzjvvxM/PDwAzMzNeeumlStVd7MSJEyW+Z6r6/Xm9Xbt2sXv3bl5//XXMzMwA8Pb25n//+x/vvfceACEhIXzzzTc888wzuLu7A2BiYsLcuXP130s3EhYWRkFBAZGRkfrrVq9eze23316jdgshRFMnc+auU9upSS5cuMD48eP56aef6NSpU5WuTU5OBtAHPRW5djL77t27S/1wNjQ0ZMqUKXzwwQcsXrwYKysrPvvssxIrEI8cOYKVlVWpiefe3t7Ex8eXOObp6VnivY2NDSkpKZVq67XXFgdDxdcGBweTk5NDq1atSlxTPD+r2DfffFPiGV9//XVGjBhRooy5uTmvvfYaL730En/++SdJSUn0798fNze3Mtt15MgRANq2bVvieLt27cjJySEwMLDE6tjyVgmX9fmEh4ffsHxF1xZ/Punp6YSHh5daIXz951ORrl27lvieqekikOLP7q233tIvLgH179XMzIz09HSOHj2KoiilPt/evXvTu3fvcuufOHEiP//8M127dqVv377ce++9jB8/vtxNqoUQoikLCAhgy5YtFZaTYO46ixYtqnFqkmKBgYGMHTuWb7/9tsy0IRXZu3cvRkZG+t6Xqijubbnek08+ycKFC1m7di133XUXsbGxJerXaDT4+fnx22+/VXiP6ydmajQalEpmurn2Wo1GA6C/tvjP4uM3MmnSJCZNmlThvaZOncqSJUuYPXs2BQUF/PHHHzcse6P23+h4eZNTa+vzuf7ayn4+VVVbK3o/++yzGy7yqezzl8XOzo7du3dz8uRJNm7cyIoVK5g7dy4///wzd955Z7XrFUKIxmr48OH06dOHFStWlFtOhlnryOHDhxk7dizr16/XB3I7duzg6NGjlbr++PHjbN26lalTp2Jra1vtduzZs4fo6Gj9e3d3d0aPHs1nn33Gl19+yVNPPVWifI8ePThz5kypH7oLFiwoM41FXWjVqhWmpqZcuHChxPFLly5Vqz5TU1Nef/11Dh8+zJAhQ3Bxcblh2Z49ewJqbrVrnT9/HlNT0yr3rtYFa2trvL29a+3zud7GjRurdV3xZxcYGFji+IULF5g2bRqgfn9pNJpSbT9+/Dhr167Vv792WX5OTg65ubkcOnSIwMBAunTpwqJFi7h48SIdO3bkk08+qVZ7hRDiZiHBXB34559/GDVqFP7+/mg0Go4cOcKRI0f44YcfOH36dLnXKkV55kaOHMmoUaNYvHhxjdqyevXqUj84p06dSmBgIKtXr+aRRx4pcW7u3LmEhYXx+eef64/t2LGDr776qswEs3XBzMyMF198kQ0bNhAcHAyoQ841mdP19NNP8/nnn99wrlyxIUOGMGzYMN5//33S0tIAOHfuHOvXr2fmzJlYWlpWuw21yd/fn+3bt+tTq+Tk5JSYC1kTr732WrWuK/7sFi9erB+Sz87O5qWXXtIPRzdv3pzHH3+czz//XP9LRlZWFs8//zyFhYX6ulxdXUlISABgxowZrF69mj/++IM5c+boy2k0GgoKCujYsWN1H1UIIW4OdbwIo8mozdWsTk5OClDmV/HKu3///VefgqE4jcWAAQOUTp06KaNHj1Y2bdpUqXvdfvvtiru7uz5lx/Vfjo6OpVY36nQ6pWXLlsqzzz5bZp1///230r9/f6Vjx47KkCFDlHvvvVc5f/68oijqMvXilBrOzs7KhAkTFEVRlBEjRuiPPfjgg6XSWkyaNEk5cuSIPjVJmzZtlA8++EBfrvjYO++8oyjK1dQknp6eSv/+/ZX//e9/yldffaUA+lWQZQkKCtK3z8/PT/noo4/KLLdhwwb9fb29vZURI0bozxWnJmnXrp3Sq1cvpVOnTsrHH3+sP79169YSqTnGjRtXou5x48Ypzs7Oio2NjXLHHXcoiqIokyZN0h8bNGhQidQkzs7OyogRI5TIyMgSn9mrr76qL1d87NoVn++++67i4+Oj9O7dW7nnnnuUn376SQGU//7774afz8WLFxU/Pz/FyspKsbKyKvN7xtjYWFGUslOT/Pvvv2WmJklPT9d/di+88ILSunVrpV+/fkrfvn1LrGQt/rudN2+e0qFDB6Vfv36Kn59fidQviqIo27ZtU1q3bq0MHDhQuf3225WUlBTl0KFDytixY/WpSXr06KG89NJLSk5Ozg2fVwghmrrKxCeynVeR2tzOS9RcamoqxsbG+lWRAGvXruWZZ54hIyOj1ueLNTWZmZnodDqsrKz0x/79918GDhxITExMgyWKFkIIUbsqE5/IMKtolD777DNmzpypf5+ens6nn37KlClTbvlADmDLli1MmDABnU4HQF5eHkuXLuWee+6RQE4IIW4xEsxdx9/fv1FusXSrGTBgABcvXsTPz49BgwYxbNgwRowYoc9Xdqvr0qULoC46GDx4MAMGDMDLy4s1a9Y0cMuEEELUloCAAPz9/SssJ8OsRWSYVQghhBCNjQyzCiGEEELc5CSYE0IIIYRowiSYE0IIIYRowiSYE0IIIYRowiSYu46sZhVCCCFEY3DTrmZNSEhg+vTpHDx4kNDQ0ForL6tZhRBCCNHY3HSrWQMDAxk3bhwODg6lNoKvjfJCCCGEEE1NkwrmHB0dCQgIoGfPnnVSXgghhBCiqTFs6AZUhYuLS52WF0IIIYRoappUz5wQQgghhChJgjkhhBBCiCasSQ2z1gd/f3+MjY0BGD58OMOHD2/gFgkhhBDiVhIQEKBPk5aXl1dheQnmrrNo0SJJTSKEEEKIBnNtZ1JaWhorVqwot/xNNcy6fPlyHn744YZuhhBCCCFEvWlSPXPZ2dmMHDmSmJgYYmJiGDx4MOPGjWP69OkAhIeHc/78+UqXF0IIIYRo6prcDhB1RXaAEEIIIURjc9PtACGEEEIIIUqSYO46/v7++hUkQgghhBANJSAgAH9//wrLyTBrERlmFUIIIURjI8OsQgghhBA3OQnmhBBCCCGaMAnmhBBCCCGaMAnmhBBCCCGaMAnmhBBCCCGaMAnmriOpSYQQQgjRGEhqkiqS1CRCCCGEaGwkNYkQQgghxE1OgjkhhBBCiCZMgjkhhBBCiCZMgjkhhBBCiCZMgrnryGpWIYQQQjQGspq1imQ1qxBCCCEaG1nNKoQQQghxk5NgTgghhBCiCZNgTgghhBCiCZNgTgghhBCiCZNgTgghhBCiCZNg7jqSmkQIIYQQjYGkJqkiSU0ihBBCiMZGUpMIIYQQQtzkJJgTQgghhGjCDCtbcP/+/ezdu5e2bdty9913A3D58mUOHDiAp6cn/fr1q7NGCiGEEEKIslVqztyKFSt4//336dmzJ1euXAHg119/xdHRkZCQEFq1akVhYWGdN7YuyZw5IYQQQjQ2lYlPKtUzd+jQIc6fP4+JiQkAJ06c4Pnnn+ejjz7CwsKCm2kNhb+/P6NHj2b48OEN3RQhhBBC3MICAgLYsmVLheUq1TP3wQcf8PLLL5c4lpOTw3vvvcfIkSPp06eP9MwJIYQQQtSyWlvN6uHhwccff4ynpyenTp0CwNTUlDlz5nD8+HE0Gk3ttVoIIYQQQlRapYZZH3zwQUJCQvDx8aFdu3Ylzj399NN07NixThonhBBCCCHKJ0mDi8gwqxBCiCYvMxZyEsGhfUO3RNSSWlsAUZH8/HxCQ0NJTk7GxMSEZs2a4ezsjIGBQW1UL4QQQojK2P4UZFyBe34Ca++Gbo2oJ9UO5q5cucJXX33Fr7/+yunTp9Fqtdjb21NQUEBKSgparZbu3btz33338fTTT0tvlxBCCFGXCnLVQA4gLVyCuVtIlXeAyMnJ4YUXXmDMmDFotVqWLl1KUlISOTk5REVFERcXR15eHlFRUbz11lskJyczaNAgPvjggyax4tXf35+AgICGboYQQghRNXmpV1/nZzRcO0StCQgIwN/fv8JyVZozFxUVxTPPPMNTTz2l3wWiMgoKCli3bh2///47q1evxsrKqtLX1heZMyeEEKJJS7oIfzyivu71OrQe17DtEbWi1lKTFPvoo49Ys2ZNlQI5AENDQyZNmsQHH3zAsmXLqnStEEIIISohN+Xq6zzpmbuVVGnO3OLFi2t0My8vL954440a1SGEEEKIMuReO8ya2XDtEPWuynPmhBBCCNEIXdszJ3PmbikSzAkhhBA3A+mZu2VJMCeEEELcDKRn7pYlwdx1JDWJEEKIJkkWQNx06iQ1SWUVFhZy9uxZOnXqxNGjR7nttttq+xa1TlKTCCGEaNL+fg6i96uv7drAXesbtj2iVtR6apKqWLhwITExMaxYsaKubiGEEEKIYjLMesuq9WAuMDCQb7/9lr59+3LffffRr18/vvnmm9q+jRBCCCGuJQsgblnV3pv1RlxcXOjatSuXLl3C19cXHx8f7Ozsavs2QgghhLjW9T1zigIaTYM1R9SfWu+Zc3R0pEOHDnz//fesXr2aTz75hO7du9f2bYQQQghRrDAPCrKuvtcVgC6/4doj6lWdzJkzMTHh66+/xtTUlK+//roublFnZDWrEEKIJufaIdZisqK1yWvQ1axNkaxmFUII0WQlB8HvD5c8ds9msPZqmPaIWlOnq1mTkpLKPf/vv/9Wt2ohhBBCVEVxz5zmmh/rsqL1llHlYC4rKws/Pz+cnJwYOHAgycnJZZYzMDBg2bJlNW6gEEIIISpQtPjhWK4hPyemoyiKrGi9hVQ5mFu4cCHZ2dmMHTuWM2fOMHny5DLL9e3bl7y8vBo3UAghhBAVyE1FURReCbrEwvBozmXlSDB3C6lyapI9e/awf/9+LCwsSEhI4MEHHyQoKIidO3fy2WefkZubi7W1NSYmJqSkpPDKK6/URbuFEEIIUSw3hYxCHWmFOtAYEJOXT3tZAHHLqHIw5+rqioWFBaCmIVm5ciWPP/44UVFRdO/enZMnT3L48GG0Wi1ffvllrTdYCCGEENfJTSWxoAA0BqDRkV6ok565W0iVg7niQK5Y8+bNyc/P5/jx41haWgKQmpqKoaFhqbI1lZCQwPTp0zl48CChoaEVlv/0009ZuXIlZmZm2Nra8sUXX+Dp6VnuNf7+/owePZrhw4fXVrOFEEKIupWbQmJ+AWgNQCkkrbBQFkDcBAICAtiyZUuF5ao8Z06n05U6NnLkSH0gB2BjY1PrgVxgYCDjxo3DwcGBymRT2bx5MwsWLGD79u3s27eP3r17c++995bZ/mstWrRIAjkhhBBNS24KifmFoDEEjQFpBYXSM3cTGD58OIsWLaqwXJWDuU2bNvHEE0+wadMmUlJSADVJcF1zdHQkICCAnj17Vqr8+++/z/jx43F0dATg+eef5+TJk/z999912UwhhBCi9oX9DZF7bnw+N4WE4p45jVZ65m4xVQ7mjIyM+O+//3jggQdwcnKiX79+/PXXXwQEBJCWllai7MyZM2utoS4uLpUOGvPy8jh8+DCdO3fWH7O1tcXb25u9e/fWWpuEEEKIOpcWAf++DrtfgoQzZZfJKQrmNGowl16gkx0gbiFVDuZGjRrFhQsXiIiI4Ouvv6Zdu3aEhoYycuRI7O3t6dKlC88++yzr169nz55yfouoQwkJCRQUFGBvb1/iuL29PdHR0Q3SJiGEEKJaEk4DRdOLjn0MZU01yrt2AYSB9MzdYqq8AOKll14CwN3dnfHjxzN+/HgAwsPD2blzJ7t37+b333/ns88+Q6PR1G5rq6is+zd0m4QQQogqSTp39XXcMbjyL3gMvHqsMB/yM68ugNAPs8qcuVtFlYO5Hj16lHncy8uLSZMmMWnSJACCg4O55557atS46nJycsLQ0LDUlmNJSUm4uLiUe62/vz/GxsaAOvFQFkMIIYRoUIln1T816kpVji0Dt35q4AaQp05xSswvABPDq8OsEsw1WQEBAQQEBABUagOGKgdzldWyZUu6dOlSV9WXy8jIiJ49e3Lq1Cn9sdTUVMLCwujXr1+51y5atOiGG9kKIYQQ9UrRQdIF9XXXZ+HEJ5B2GS5tgVZj1ONFW3klFhSAmQyz3gyu7UxKS0tjxYoV5Zav8py5qpg/f35dVl/C8uXLefjhh/XvX3nlFdatW0diYqL+fOfOnRk2bFi9tUkIIYSokdTLUJijvvYdAT4j1NdR+66WyU2lUFFILtCBRqv2zBUWosgCiFtGnfXMAbRq1arW6srOzmbkyJHExMQQExPD4MGDGTduHNOnTwfUOXvnz5/Xlx87diwxMTHccccdmJqaYmtry2+//YZWW6fxqxBCCFF7iufLmTqAmRPYt4XQPyDjytUyuSkk5RegaIp+vmm06BTIyk3HQlFA5orf9KoUzD3yyCO0b9+eRx55hObNm9dVm8pkZmbG7t27b3h+yZIlpY5NmzaNadOm1WGrhBBCiDqUWBTMObRTgzIrD/V9RqS6qlWjURMGFxQlDAZ1bh2Qll+ARUE2hO2A6P3QaxaYyDSim1GVuqnWr19P//79eeeddxg1ahQrVqwgISGhrtomhBBC3NqKFz/Yt1P/tHRX/8zPhLx09XXO1a28jAyM1KFWIL143tzRDyFsO5xdU8+NF/WlSsGcRqNh8ODBrFy5kl9++QVXV1eeffZZ7r//fr7//nuys7Prqp1CCCHErUVXCMkX1dcORcGchdvV8xmRRX9eKQrmDHG1ccXQUM3IkFpQCEnnry6ECP4ZCnLrqfGiPlV7ApmxsTFjx45l48aNrF69mszMTP73v//x2GOP8eeff1a4B2pj5e/vr18OLIQQQjSYtMtXFz8U98wZmYFpUUL89KJ5c6mh6u4PBiY4WjpibWarni4shOhDV+vLTYWwv+ql6aJ2BAQE4O/vX2G5WlkNYGNjw5QpU9i6dSsLFy7k1KlT3HnnncyYMYNDhw5VXEEjsmjRIsktJ4QQouEVz5czcwRzp6vHLYvnzV1R582lXioRzFmZWRclDtZBzHU/gy9sLHsHCdEoDR8+nEWLFlVYrtaXdnp4eDBz5kx27NjBk08+yebNmxk2bBhz584lKCiotm8nhBBC3Jyuny9XzKpo3lzGFciOV3d/KFCDOQdLB6xNi4K5gkJIDVHLuvdX/0w6X7Q9mLiZ1Glqko4dO/Luu+8C8M8//7BkyRLS09P5/vvv6/K2QgghRNNWmAfhO9TXTp2JSY3BQGuAk5XT1UUQGVcgRQ3WEgsUMDLGwcIB66KeufTCwqv1tbxPXTARfxLObwCnzvX8QKIu1Wkwd61BgwYxaNCg+rqdEEII0XSF/gk5SaA1Jtl1EA988QAajYa1k9fiVRzMpUfqe94SFSPQcE3PXNEuEMUc2kGbB9VgLmIn5KSAqW29P5aoG5JBVwghhGhMFB2cW6u+bn4Xh2OCycrLIjM3kzd/eZMCM2f1XFaMfrVrok79ce5g4YCVqdXV/VnhasJhz8FgYgO6Arj8Zz0/lKhLdRbMJSYmNsk5crKaVQghRIOK2g+poerrdo9yIuKE/tTZ6LN8eXqX+kbRQdR+sgp1ZBX9OHe0dLw6Z664Z86hvZpc2MAYfEaqx4J/lYUQTUC9rma93oIFC7jnnnu488478fDwYNWqVXVxmzohq1mFEEI0qLNFvXIeA8HGRx/MudmqOea+PryJ45l5apmcRDXHnIEJUDTManbdMKvDNQsoWtyj/pkSBEkX6vpJRA012GpWABcXF/bu3UtoaCh79+7l0qVLLF26tC5uJYQQQtw8UkIg9oj6ut14MnIyCI4LBuCtu96io1tHFBR+Ss3TX1K8klWr0WJnbld6mNW+/dX67Vur+7sCXPqtPp5I1IM6CebMzMxIS0sDwNvbm3feeQdTU9O6uJUQQghx84jap/5p5QXNunH6yml0ig4jAyO6eHZhWLthAITlX70ksQDQGmNnbodWqy1jmPW61CbFvXOX/1RXzYomr06CuRMnTtC+fXsmTJjAF198wZ49e9Bqr94qJCSkLm4rhBBCNG3FSX5deoFGox9ibefaDmNDY7wdvAEIy8lDKZrzlmhkq1/JCqg9c1oD0gsL0Zk5oTOxIzvvmu02fUaA1gjy0iB8Z309mahDdRLMubm5ERwczPTp08nJyeGzzz5jxYoVDBkyhJdffpmpU6fWxW2FEEKIpqswH+KOq69dewFwPFx939WzK4A+mMtSIKlA7XmL0VgA6uIHABszGzCyRKc1Iavl/3h98+vcsfQOzkUX7ShhYg1eag8f57+ThRA3gWoHc0lJSTc8N2HCBJYsWUKHDh2YMWMG33//PadOnWLDhg30799fPwQrhBBCiCKJZ6AgG9CAcw/yC/IJjAoErgZzbjZuaDVa0BoRlqMOkQbnqnPjmjs1B4p65gyMwbY5Ma4D2X1hNzn5OXy779ur92r3SNE9z6q550STVuVgLisrCz8/P5ycnBg4cCDJycmlyjg5OTFs2DBWr15d4rizszP33Xcf3377balrGgtJTSKEEKJBFA+x2rcBE2vOx5wnr0AN2Lp4dAHAyNAId1t30BoTlpsLwMXMdABaO7cGUFezFtkbvBedogZ7O8/vJC4tTj3h0B6adVNfn1tfp48lqq/OUpMsXLiQ7Oxsxo4dy5kzZ5g8eXKZ5fr27UteXtkTK1u3bl3V29YbSU0ihBCiQcQcVv90UYdYi+fLNXdsjo25jb6Yl4MXGBgRnqeQXKAjoSioa9WsFQAmhiYYGRgB8M/Ff/TX6RQdm49tvnq/duPVPyN2Q1pE7T+PqLE6S02yZ88e9u/fz48//siFCxdIS0sjKCiIL774gq5du9KuXTv8/PwYOHAga9asqVbjhRBCiFtKfjYknFZfu/TkbNRZ1h5Q880VD7EW87b3Bo2WsGb9CerwHBgYYag1xMfBBwCNRqMOtQKnI9U6rU3V3rrNxzfre/vwGABWnoAC52XP9KasysGcq6srFhZFky0dHVm5ciVTpkzh/fffp02bNiiKwuHDh9m3bx8vvPBCbbdXCCGEuPnEHVe32dIa8k9yOk+ueZKkzCTszO14tPejJYoWL4IIz84iqNAYAF9HX4wMjfRlioM3BXVxwwu3v4CRgRFJmUnsPF+0glWjhbZFc+eCf4HEc3X4gKIuGVb1guJArljz5s3Jz8/n+PHjWFpaApCamoqhoWGpskIIIYQoQ6w6xHrZzJdXf3kTnaLD28GbZQ8tw93OvURRL3svACKTIzkfcx6AVs6tSpS5dt4cwOA2gzkSdoQ/Tv/BD0d+YETHEeqJFvfAxR8hNQT2zIRR69T9W0WTUuWeOZ1OV+rYyJEj9YEcgI2NjQRyQgghRGVF7QdgW5YWnaLD3dadryd9XSqQg6s9cwW6AvYG7wWuzpcrVjzMCtDCqQXWZtaMu20cAKciTxGWGKaeNDSBQUvA0Bwyo+G/N9Q9X0WTUuVgbtOmTTzxxBNs2rSJlJQUAExMTGq7XUIIIcStIS0CUoJRFIUd8fEA3NX5rlK9a8WcrJwwNVJ3VUrLUVN9Fa9kLVY8zArQzUtdtdrJvZO+V+/3U79fU9gb+s5TX0cfUIdcRZNS5WDOyMiI//77jwceeAAnJyf69evHX3/9RUBAQKn8cTNnzqy1htYXSU0ihBCiQrHHIP507dQVsQuASxobwjLUHK63t7v9hsU1Go0+KCtW3jBrN89u+uvu6nQXAL+f/r3kSJvXEPApyuQQc6R6zyFqXZ2lJhk1ahQXLlwgIiKCr7/+mnbt2hEaGsrIkSOxt7enS5cuPPvss6xfv549e/ZUq/ENSVKTCCGEKFdWPOyYCtufhtxaSIJfFMz9rVO34/Jx8MHX0bfcS4qHWgHsLeyxt7Avcb6snjmAUZ1GARCbFsvRsKMlK3VSc9mRElS19os6U2epSV566SUA3N3dGT9+PKtWreLSpUtcvnyZVatW0a1bN37//XcmTJjA4cOHq95yIYQQoq4pOri0tXr51ZLOsTkugd/j49VdG2oiK16fkmRHUgqg9sppNJpyL7u2Z+76IVYAW3NbANxs3Whm3Ux/3NXWlR7ePQDYemrrdRcV9e6lhUFBblWeQjSwKgdzPXr0KPO4l5cXkyZN4ptvvuHy5ctcvHiRNm3a1LiBQgghRK07/RXsnwt736zypRFhB1gUHsPcsCjiIw7VrB0RuwEI0ZkSmqHuqHR7+xsPsRa7tmeurGBuWNthDGkzhBeGvVDq3F2d1aHWned3kpWbdfWEXVEwp+gg9VLl2i8ahWrvzVqRli1b0qVLl7qqXgghhKienGQ4qybkJekc5GeVX/465yPU4UlFgTOX99asLUVDrDsUR0DtcWvh1KLCy7ztrwZz169kBXC0cmTJ/5YwtN3QUueGtR2GqZEp2fnZbAvcdvWEsSVYuKmvky5U5SlEA6uzYA5g/vz5dVm9EEIIUXWBX0NBUQCn6NTN5qsgKPZqoHM2qgbDrLlpEHuEfJ3ClrgEoHJDrKD2zBlq1VSx7VzbVem25ibmjOqozp37cs+X1/XOFfXyJcu8uaakToO5Vq1K/7bQ2MlqViGEuIllRMPFHzmRkcXwU0GsuBJ3dRutysjPJig5Wv/2bEo8ZCVUry3RB0DR8WtKNtE52RgZGDG2+9hKXWppasnicYuZd888fBx9qnzrpwc9jbmxOYmZiXy7/9urJ+yLg7mLVa5T1L5aX8368ccfk5iYWO0GpaamMmvWrGpfX19kNasQQtzETn1BWl4O/uGJJBpY8n1cEnmxJyp/feolgrKLFgdoNJzNykG5fhGErgCu7IO89PLrijtBnk7H6oQs0Gi4r9t9uNi4VLopA1sP1M9/qyoHSwcm9Z0EwNoDa4lNi1VPFC+CSL4oyYMbgVpfzTpt2jTmzJnDd999V+YuEOX57bffePzxx3n++eerdJ0QQghRaxQF5fJfvBseQ5yBFRiak6NTOBq6X50AVwnpMaeIycsHAyMwNCWtoJDo8AMlCwVthl3Pw6H3yq8s4TSbE1KIKwRjQ2Me7/d4NR+seh71exRna2fyCvL4ZOcn6kH7ooWLBVlqL6ZoEiodzBkZGbFs2TKSkpLw8/Nj3rx57Nixo1SiYICsrCz+/fdfFi5cSO/evTl8+DDr1q3D1dW1VhsvhBBCVFpuCtvi4/krOQ0MzbG2dALgv/godSurSggKPwiA1tAMC1N1D9Mzl/eXLBR7TP0zat+Ne7fys8lJOMfqmAQwNGdc93E4WTlV/ZlqwMTIhOeGPgfAtsBtHAs7BhauYFS0HacMtTYZVZozp9VqmT59Ojt37sTJyYkPP/wQFxcXzMzMcHV1xd3dHTMzM2xtbZk1axaKorB582YWLFiAubl5XT2DEKKxSjwPuakN3QohVFlxLL8SB8Ad7e9k0oCnQWPAf6kZKPGnKlVFcJQ6v87L1o0ORQsPzkWfK9mzVxwE5aVBamjZFSWdZWdyKkn5hZiY2jCp36RqPVJNDe8wXJ9U+N1t71KgKyw51CqaBMPqXGRlZcW0adOYNm0ahYWFxMbGEhMTQ2FhIU5OTri4uGBqalrbbRVCNCWnv4KTn4F9Oxi5BiqxQk+ICuVnqbsvWLpD/4VV+r7KSAklPr8ANFoeH/AUhgaGLDMy40puBmGhe/DxHVF+BYpCUIIanLV2aYtbszYcuriLM2lJkBkDlq6Qn82xqPO8cCmCp10deTTuONiWkWok7iT/pWaAoSkD2wwutYNDfdFoNLw+4nUeXvkwIQkhfH/oeybYtYb4ExLMNSE1Xs1qYGCAm5sb3bt3p2fPnvj4+EggJ8St7uImNZADNY9XQmDDtkfcPGKPcDrsCOEXtt641wtAV0j2ofdJ+3e2fqgzJq4o3YbWCFdbV3wdfXG1Vhcc/Bf0b8X3zozmYoY6tailRzfa+/YFjZZzWTnoihdBpATzW2IKWYU6vo5JpDC67H1OC+NOciA9EwzN6NeiX+WevY60aNaCR/0eBdRUJbHGRTtGSDDXZNRpapKmSFKTCFFDl/+CQ++hKArHMrJJzC+AS782dKvETSIs7ABPXLzMpAuXyQrdDoCiKHy3bTafbnqOqORIFJ2OX36YwMgf5jH616WkXlHnucUkqcGfubEZliaWaDQa+rfqD8DeqItQmFfuvXXJF7mUnQsaLa28etLerSMYmpJVqCPi8n9qoZQgzmRmqy8LCjkc/E/pxRWKQuDl/aQVFIKhOX1b9q2tj6fanhzwJM2smpGdn82myGD1YGa0OlVCNJhaT01yq5DUJELUQEoI7J+HTtGxOMWIpyJzePJiGAUhAVXOsi9EWU6EHUanQFpBITtPbALg2OnNfPjXB6zeu5ox73Tl/kWdePvgr2QU6sgs1HEuVF2gEJ0cDoCrpb0+MW//TmPUOtIzyIzcV+69I8MPkqNTwMCEVs5tcLZ2xs5C3bnhzKV/AMiIPc3l3DwwMAHgr+iw0osr0sPZmxADQHuPzg02xHotcxNzRnYcCUBgSsLV5MEHFoCusAFbdmur9dQkQghRrsI82PsmhQU5zI/O4seUPDCxITw3n19joyBsh1pOV6B+CVENF2KvDv1tDT0JOSn8uPsjALQa0OVnE554GQBjrRqwRcSpOzbEpKpBlau1s76OHi0HYmJsQaECP/3yLCTdeGgxOFJdpWplZo2ztTMajYb2nt0BOBMbBFlxnA0/onbEmViB1oBdKenkR123f2vcSfamZYLWkH5tKt6Htb50cOsAwNnoc+h6vQEaLSRfgHPrGrhloiISzAkhasfxT1CSLjA3LIatWQag0eJh7wXG1qyMTiDn/EY48iFs6A9/T690Xi8h9HQFXLxm94Uj6ZmcPvQ5uy6fAODtQY+xpFt/xjja8sWgB+jj2RmAiMQQAKLT4gFwsXXT12FiZMK9fSaD1pBPwi5zbPOjZe9Lqui4GKnep5Vza33PXtfWQ0FrwN7UDJSIfzgTo17rYeeJgZEl6YU6DpzZUlRFIWTFER+ygwtZOWBoRt+WDTtf7lrt3doDkJmbSbjGAtqNV0+c/ALSwhuwZaIiEswJIWou7iSc/44f45PZlm0MhqZMHTSVVRNXYWLRjIT8An44vw/Of6f2ysUegZTghm61aGJ0KZe5mKXOR8NITXf12h/vUajocDQxZeiIJQyZsI03nz/EbfeuxtPBF4DI5CugKMRkpgDgau9Tot4X7p5P+1a3o9MY8vrFC8QHTIOC3JI3Tw7iXLp6fUuvXvrDg9sMBSNLInPzCTm+mjPp6gIJv5YD8SsKJrec/4cv1j7I0NcdmPpuB74+shkAGwsHfW9YY+Bs7awf8j0bfRY6PwWWHqDLgzPfVnC1aEgSzAkhai5qHxeyclgakwZmDtzb9V6eGPAEjlaOPNJvChiY8HVMAp/GpvNlfJY6QTxiV0O3WjQx0ZGHyCrUgdaAEe2GARCXqy5aGNvxDgxNLNShQSt30GjwbKbmS4tIS4DcVGLy1ADNxbFkqhBjQ2MWP7wCW+dOJBXoePPcKZRz35Uok39lH8fSs8DAmG4tBuiP+zj64FVU3+6Ic+r3tkZLB28/7uxyLwA746JZeWwr6fn5HE7P4of4ZDAwoW+74Wi1jefHsEajob2r2jt3JuoMGJpC24fVk7Flr8oVjUOdfhd16tSpLquvE7KaVYiqy0oO4fWQK+QbmNDcsTmvDn9Vf25Cn4lYObUl3cyZ1ZnmfBmfyXPBEeSF/d2ALRb1TlHg0lY4s6Z0r1clXQhX555ZmFjy5Ig39Me1GhgzrPSKP0+XjgBEZmeRl3BWzTEHuDq1LVXWxcaFheM+AFMHjqZncXj/MshJ0Z8/fSGAbJ0OjZEFvXyu9sxpNBoGd74XNBp+TkhR72FoSkePTgy+7VGMDY0AMDM05vGe4+jV+X6wbwu2zRnS8e5qfQ51qXio9WzUWfWAszonkIwrkBXXQK26dVV2NWu1kgYXi4mJISAggOjoaPLySi/pDgsLq0n1DWLRokVYW1s3dDOEaFK2BB8kIjcPEysn3r3/XUyNruaatDazZuH97/Pz8Z/JL8xn34W/SctO4ETEKXplRIGlWzk1i5uCooMjH8CFjer7kC3QdwE4lA6qynMxSs3l1sbBE2/XTnRycOd04hUGe7SjmWvnUuU93NSdDfIVhcBzW9VpmhotLkXDr9fza+6HX7vhHDyxga8iI+kVuBp6vASF+Ry8rPZMtXNth425TYnrhrQfzpq/lxCTlwGAuYkVPg4+aLValjzyJefDDzFm0Es4FM3VOxt1loSMBAa0GkBj09FNDYAvxF6goLAAQ9sWYGyt7mYRewwqSqwsatXw4cPp06cPK1asKLdctYO5gIAA7rvvPnJycm5YRiMZ34W4JVxIiABgaMveNHdqXup835Z99bm0pnz7BCdOhfNfaga9InZDu0fqsaWi3hXmwb45ELa96IBGTfb752PQ42Vo80Clq7pYtPtCK2d1M/g3H1jOD3+/xxNjPiqzvIuDL4YGRhQU5nMoSE0dYmBgjKOl4w3vMWXQVA5e2MHR9FhOHP2arq3/BzlJHEhJBsCvbenUVR3cOuBg7UpigpqUuL1La/3wab9uD9CvW8lnLO79aoyK25ZXkMel+Eu0cWkDzbpC5B6Ik2Cusar2MOvMmTMZNWoUO3fu5MKFC4SGhpb4CgkJwcHBoTbbKoRojHLTCM4syorv2rHC4v1bDgBjK/5Ly5B5c7eCM99cDeQ6PA53fafu/akUwuHFcOpLdQg28l/Y8zqE3+B7oiCHi6kJALTxvA2AFq2HM2vqzjJ75UDdT9zd0g6AwzFqoOVsYVPuPLVuXt3o3mooGBjxVVQs/PsaaSEBnMvKAUNTercZUuZ9BnUYqX/fwatnuR9JY2ZrbotbUQ/imaKeUJoVDbXGHm2gVomKVLtnLjw8nCNHjmBkZHTDMq+99lp1qxdCNBG61DA1Kz7QwuO2Csv3b9WfT4ytCE9LJjziEF7ZSWDW8ElTRR0pnhvZ9mHo9qz6euS3sHc2hO9Qg7lLWyEzSj0Xdww8B6kLGa6RFnuamLx8AFr79q/07T1tXAhLjSMwIxMAF8uKOxmeGPAkx0L2sz89jOPhJ0gOOYJOAVNTGzq5lz0XfEine9h8dBMoOjq0LB3wNSXtXdsTlRLFmagzjO0+9uq8ubQwkH+vjVK1e+batm2LTqcrt8xDDz1U3eqFEE1EVMxJcnUKaA1pWYk0Cy2cWuBs7wsaA/5LSYfIf+qhlY2YokByMBTmN3RLal9mDKReUl/7jiIkPoRTkafAwBgGLIIW9xaVUwO5i1k5ZGTGq5/HdS6GqttlGRgY0dyt8ovrPB28ACgsSmtYvBdreXr59qKzrx9YuPJKSCSbE1IA6O51G8aGxmVe08O7B83du2Hv0IIePj0q3b7GqHhFq34RhF0bMFRTwRB3rIFaJcpT7WDunXfe4bnnniM5OfmGZXr2bLpdzUKIygmOPAmAubE5ztdk1r8RdT/Ma4ZaL266pRMIh/z3Lv7LB3Bm97yGbkrtu7JX/dPUnlRTFyZ9PYnJ30zmtxO/qT1vvd+Ebs+Dz3DWNrufRy5e4fWQKxB9oFRVFyOPA+Br0+yGAVVZPJ1al3jvYudR4TUajYYF9y7A0aEFqUY2HEjLBI2G3h1G3fAaI0Mj1j6xli3Tt2Bt1rQX0XVwV38pC44LZtHvi0jITFbnzYG6CEI0OpUeZh06dGipY+Hh4bi5udGiRQscHR1LzUNISkqqeQvrmb+/P6NHj5b9WYWopEuxasb7lnaulV70NKDVAH46tJ5jaZfJSjiHedwJcO5Wh61snAqzEvD/80OCs7LIPvITS4e93dBNql1RRcGcWz9+Ov4zWXnq/rxv//42jpaO6qKYDhM5GHKQ5d8/B0YWHEpPJi18D9YdJqqrYM+sgfC/OR2kbgfX2qnslag34uFccrGB6w1Wsl7P3c6dFY+s4Mk1T5KWEgZaI3q3GlTuNSZGJlVqW2PVxaMLXTy6cDLyJJuPb+aPwD/4qMcweoD0zNWzgIAAtmzZUmG5Sgdze/bswdPTs9RxFxcXMjMzyczMLHWusLDpbc4rqUmEqJpLiWoKopaOlf8h28OnB8am1uRlmXEgLYOh57+/JYO5TVtfIThLDXBCU+LU4EXTeJLIVpmig/QIsPICXT5Eq3nh8l168+OWjwAwMTQhtyCXmT/N5Lmhz+Fh58HsX2ejU3RgZIkuJ5kjIfsZWpADwb+Qf2w570fGsD0pDTRaOre+s0pN8nAv+X3l4tiy0te2aNaCZQ8vY8aGGXg7eONbhe/xpszQwJAvJ37JlpNb+Pyfz0nISODr0Av0MEXduSUnBUxtG7iVt4ZaT03i5OREaGholRrh6upapfJCiKYnOCUWgBYulc8ZZmpkSm/f3uzJSmRdXCJDInahyYgGy1vn/4ykhEt8dvhn/fuo3BzyUsMxtvVpuEbVhK4Q9ryqprDwvQt8hkNhDmi0/J2aRXx6PIZaQ755/Bte++k1wpPCWRKwRH+5g4UDrq5tCQyM4EBKCkOjD5JzajXPBYVzPM8ArL0Z3vke7h34fJWa5erQAq3WEJ2uKGFws6qlBeno3pFtM7ZhZGB0S6XbMtAaMKbbGGzMbHh106uciA8nz8cM48JsuPIvtBjd0E0U16j0r4CLFy+ucuXffPNNla8RQjQdedkphGWlA9DCvWuVrp3UbxIYW3Eqq4A9KWlw8cfab2Aj9slPz5JRUIC1sQloNOgUiAg/2NDNqr6jH6qBHEDo77B/LgCKYxe+O6YGrXd2uJNWzq1Y8cgKRnYciZe9Fxo0mBqZ8t7973Fnx1FgZM6B9Ew4/B4/RgRxPDMbjYUrzw9/nbfHvoOR4Y0zKJTFyNAIVwtb9Y1Gi7ODT5UfzdjQ+JYK5K51m/dtaDVacgvzCDQvmn8YvrNhGyVKqXQwN2HChBLvv/jiixuWfe+997jvvvvw8fGpdsOEEI1feMRh/SrBFt5+Vbq2s0dnhrYdCqZ2fHIljsKgzZCfVQetbHwSki6z5YK6OvPFAZOxMbUC4PKVJjof6fzGq7s72LdT/8xR50yfNvFWN20HHu6l7vPpauvKgjEL2DxtM3tm7iHghQC6enWld/PeYGRBVG4+YUkRbIxLBhM7xvedxMS+E6sdUHnaqAtz7EzMS+xOIipmbWZN26Je90O6oilI0Qcgv/TUKtFwqj05Y968G6+8uu++++jevTuPP/54dasXQjQBwZFqElF7E1PsbL2qfP2zQ55Fa2ZPaG4BW6MjIein2m5io3TqzC8oioK5gQF33TkfH1s1XcblmHMN3LJqyIiCox+or31GqDnkWo3Vn/4lPhGArp5daefartTlZsZmWJhYAODr6IuTrTo3+72IWGLyC9CaO/Fgzwdr1ERPJ3WenIu1U43quVX19FEzUxxKTgIDU3U+5JX/GrhV4lrVDuaUclIJtG7dmrfeeouQkJDqVt9g/P39CQgIaOhmCNEkXIpRM8S3tKneD0lvB2/GdLsfTO34PCqevMA16vZPN7lTQbsB6OjohdbYHB9HdQu0y4lVm5fcKMQeUxc+mNpDn9nqAo5er0OXaei6v8CeiNMAjOp047QexTQaDX6th4LWgENpmWBix7AOw3GxqTg3XHn6+T2J1sqDfj2kg6E6evn2AuBMzHmynNXX+mTQosaSMpNYErCE0PjS//4DAgLw9/evsI4q7QAxf/58/evMzEwWLFhQZlBXUFDA2bNnsbKyqkr1Ffr0009ZuXIlZmZm2Nra8sUXX5S5whYgNzeXuXPnsnv3bgoKCrCxsWHFihW0adOm3HvIalYhKu9SnPoLW0uHsv8dVsaTA59k64lfiE9M4s+oUO65tAVa319bTWyUTl85BUAnT3WlpY9zOzj9J5dTYpveitbEoi2fHDupyYBBbX+nyZwMP05KVgoAA1sNrFR1fs17s/WoK+RlgJkjj/Sq+d69/dsMYfcbxzE3Ma9xXbeiLp5dMDIwIr8wn2NGHvQHiNoHBeoWZ6JmPt31Kb+c+IWIpAiWPbysxLlaX80KMHfuXP1rjUbDnDlzbljWwcGBlStXVqX6cm3evJkFCxZw+vRpHB0dmT9/Pvfeey9Hjhwpc5+9V199lUOHDrF7925MTU2ZN28ew4cP5+zZs5ibyz9oIWpDcPIVAFo0a1XtOpysnBjV5R5+2RvFurgkRgd+g6blGNAa1FIrG5f8zDjOpcQB0LnNHQD4FG2Ddjk7GyU9Co11xYltG43iYM6h9O4f/1xUd/fo4NYBR6sbb25/Lb/mfmBsBcZWdHLvRCePyu/2UB4J5KrP1MiUTu6dOBZ+jMOZ+fTXGqsrlaP2gVfpHLSi8hRFYd+lfQCciDiBTqcrd+/gG6nSFaGhoYSGhhISEoKDg4P+/fVfcXFxxMfHM2bMmCo36Ebef/99xo8fj6Oj+h/C888/z8mTJ/n779JdvTqdjlWrVjFlyhRMTdXfGmbMmEFYWBg///xzqfJCiKpLzEgkKkPdAaaVW9kbnVfWo36PgqkDIdm57I8Ogss371SHoHNbyNMpoNHSsd3dAPh4dAeNlmydjvjoJrSZeWEeJF9UXzt2LHFKURT+uaAGc4Nal59s91r2Fvb08Fa3w3q8nwyLNhbFQ62HI06CW2/1YMTuBmvPzSI0IZS4pFBIvkhWejTBcaW3squMKgVz3t7eeHt74+PjwwsvvKB/f/1XccBVW/Ly8jh8+DCdO1/9gWFra4u3tzd79+4tVT4hIYHs7GyaNWtWorypqSmHDh2q1bYJcas6eC4AdAVYGWhpW4WNz8vi6+RL/zZDwMSGtbGJcHbtTbvF1+mL6k4GXjbO2FioG5a72XlgVLTK8nLkMXUz88NL4My3kHheHXptjJKDoCh/Gw4lFzdcTrhMRHIEAIPbDK5StUv+t4Qfnv6Bga0rNzQr6l5xMHcx9iJJdkU/i+OON2CLmqa07DS2ntxKTn4OgNorl5Os5mnMTuRExIlq1VvtiRmVmZBXWxISEigoKMDe3r7EcXt7e6Kjo0uVd3JywtzcnPDwcP2xpKQkcnJymuQWY0I0RgdPbQKgp70jWseqJWIty4Q+E8DUgcPpWVyIOg0xh2tcZ2N0KkJNP9LJ/erwoYHWAE9r9ZfPy9GB8O/rXDz+LblHP4Zt4+GXeyEroUHaW67iIVYrLxQjS3ae28lbv7zFvuB9+iFWDzuPKu+cYGVqRXOn5rXdWlED7V3bY2tuC8Dv8fHqwcxoyIpvuEY1QZ/u/pS5W+Yyf4u6BmFf8N6raV4KczkRUrqDqjKqNGeuLKmpqWzfvl2/O4Svry933HEHNjY2Na26lLJyDN3o2NNPP82nn37KQw89hIODA/Pnz8fY2BgTk5tj7zwhGpKiKBwMVRPc9m45sFYm7Hf36k47z66cy4rl25hEFp1bB669alxvo5IVx+lkdceMzq2GlDjl4+BDSMJlLkccYnW0AZ9GxeNtactyHwfciFbnJ7W8pyFafWMJgQBcMnZlybqpHAk7AsC2QHXHBFAXPtyqCXdvJoYGhtzd+W7WHVjHLxf3M97ODE1hNiSclnlzVVDc8/bX2b94qNdDHA/dD4qOATaW/JuawcmGCOaWLl3KW2+9RXZ2tn5Vq0ajwczMjHnz5vHyyy/XpHo9JycnDA0NS/WqJSUl4eJS9pL1xYsXY29vz7333ouRkRGTJk2idevWtGjRotx7+fv7Y2ysrsgaPnw4w4cPr5VnEOJmEhK2n4TMFAD8uj1aK3VqNBom9pnIrPAj7EgJ55mQ3Xh1DwHbm6eHJil0F1G5+aAxoFObknuM+ji3hQu72ZuaTkxePpjZE2bizKTL8SzztKJt8dy0xiTxLPF5+Uw+tJNMAzVXXAunFlyKv0R+YT5Q9SFW0XiN6TqGdQfWEZYUznFHX7oXhkL8KQnmKimvII/QhKvpR1776TXyc1Ix1Gh4wtWRf1MziE2JJCY1hpMHTurTpOXlVZyuqdrB3IoVK3j55Zfp1q0bo0aNwtXVFUVRiI6OZuvWrcycORNTU1OeffbZ6t5Cz8jIiJ49e3Lq1Cn9sdTUVMLCwujXr1+Z1xgaGvLmm2/y5ptvAmoqlenTpzNqVPm5jiQ1iRAVO3h0LQDu5pa4t7y91uod1nYY3s7tCcuM5ZuYBGafWw993qq1+hva6QvbADAztS61AtinaEP4K7n5YGiKl/ttpOVmkJQVz1MXw/jB5QRl/uqaEQUmtmBUz6s18zIg7TKH0rPIVIyxNLHkgwc+4Dbv2zgadpSv936NvYU9XT271m+7RJ3xcfShm1c3jocf55eULLqbowZzolJC4kMo1BXq38enx0NBFt0szWhv746VQTjp+ZmcDD/G8OGj9J1JaWlpFaYmqfbYyNKlS/n44485evQoCxYsYNq0aTz77LO8/fbbnDhxgg8//JClS5dWt/pSXnnlFdatW0dioppNfPny5XTu3Jlhw4bp3z/88MP68m+99Rbbtm3Tv58zZw5jxoyhS5cutdYmIW5VBy7uAsDPp0et5kTTarXqnq1m9vyelErM+Z8h9M9aq79BKTpOhe4HoL1bewyuS73i494NDM1Aa4DWyoNFY9/l60lfY2fpSFahjj2Xj5deFBL8mzqfbvtT9fUUVyWqW3QFZuWAgSndvbpzm7eaYuU279v45JFPmH/v/GqlWRCN15iuYwDYER1OWkEhJJ27JRJ914YLsRcAcLF2obNHZ/Xfc34Wfawt0XZ+ks6W5qDoOHnhryrXXe1/ZSkpKTz33HM3PP/888+TlpZW3epLGTt2LG+++SZ33HEHffv2Zd++ffz222/6/yjCw8M5f/68vryPjw8vv/wyAwYMwM/PD0NDQ7766qtaa48Qt6q8pEscS4gEoHfn2k/uO7LjSFyd2lCoNWFNdBzsfRMOLYaiYbumqjDuJH/GxQBwW9s7S533cfRFa9scbFvxxKBptHVti6e9J34t+gIQmJoMWbFXL7i8HQ6+TVRuLpnxZyArrl6eQ68omDuTbwQaDR3dO1ZwgbgZDGs3DEsTS/I0hvyZlKpu7ZV0vuILBRdiLkB+Fm1yLvNsh/5qrj5FR18bC/C+g67O6pSS6iyCqPYwq7OzM1lZWTdMwJuZmYmrq2uJY+Hh4Xh5VX3/xmLTpk1j2rRpZZ5bsmRJifdPPPEETzzxRLXvJYQo2+mT68nRKWgNjOnRqfaDOUMDQyb2ncR7qdH8kh7DmKwcWl/8Qd1d4LYXav1+9WXXwdXE5hWgNTJjTK+Jpc6bm5gza+QsIpMjmdxvsv54R58+/HnwGwKzstWcbhYucGUv7H2TrQlJzAuLpo2ZKeviT4P3sPp5mIwoCP2DPJ2OizkFYI4Ec7cIUyNTRnYcyY9Hf2RHFjwA6iIIp5rlmrwVXIy9CDmJtLEw5bagVcxu2ZLChBxaunUGU1u6tBwEF08RnBBKRk4GlqaWla672j1zzz//PM8++yzZ2dmlzmVnZzNjxgz9fLVivXv3ru7thBCNxNHwkwC0dfDA2rz2V60D3Nv1XjztvcmzcGNGTCGxefkQ9leTzj333YmtANzevCfNrJuVWea+7vfx3LDnMDI00h/r6NEZDEwIz8kjLeaUmnPu0DvsTk5h/pUUFAMzzmflEBdeTxufXw6A3x+G1BDOZ+VSYKT+wGnn2q6CC8XNok+LPgAEZheQr1Mg7mQDt6jx0Ol0fL77c/44/UeJ7U51Op0azOVn09rcFHR53MMV7nO0A2c1SXaH9mMw1mrQ5Wfzx9EfqnTfavfMHThwgICAADw8POjZsyfOzs4AxMbGcvjwYZo1a4aiKCXmraWmplb3dvXG39+f0aNHyypWIW4gqWivTW/r2k0Ofi1jQ2M+fuhjJn09ifjMPJ4PjuCrNlos0y6DTdVyljUGZ4J2cSpZHQZ9eMAzVbq2tXNrjIzNyS/IJvDyAfp6D+RIzCVmhVxBZ9MC8lKgIJuTIfu4Y0AdNP5aSRfhvzcBBcybEdisHyT8jI+DD1amtbsXt2i8ihe15GmNOZeVTeeE0+ovWpKChgMhB1j13yoAAq8E8vKdL2OgNSAqJYqs7BRQCmljZgqmDpCjrgHARQ3mTFx7MNbZhQ3R0Xy180Pu6fUI/+z8hy1btlR432oHc99++63+9V9/lZ6sl5yczIULF0ocawq5hmQ1qxDlS8/NAMCyjn94ezl48eEDHzJt/TQupelYfiWOWVEHmmQw9/0/6ubZHa1t6dS+arnijA2Nae3UnDNhiQRGnaF36DbmXY4m38CUlq7tMC/I4FTQLk5Gn+eOwryrm93XhfiTqIGcM9z1PYG/vwvIEOutxtrMmuaOzQmJPceJjAw6W8ZDE/1Fq7adiz6nf/3DkR+ISoninbHvqIsfCrKxMtDiYu0Md66EHVPVgkU9c2gNmTxoGr/8MJvElHB+OLCOicOn0KdPn7pbzers7IxOp6vS17XbawkhmqaMXDVbuZVp3f/S09WrK9OHTgdjC3alpKOL2l/n96xNiqLw24nf2B6kbqT9SOc7q9V70clLXSUamBTFvhObiM7LR2Niwwf/+4C+7UYAcCojo+4noqer23Nh3wZMrDkTpe4AIcHcraebVzcwMOFEbtH38z+vQm7jH32rCaUS0zyuXbEK8F/wfyzYukBd/FCgDrFqnDqDtRfc+zOM+bVEWiH7rk/wkIsz6Ar5ZtdSMnIyKtW2agdz5a1krc1rhBCNS0aeOk/W0qxu5stdb1i7YWBkSVJ+IRdC/2syaRBSs1J55cdXmP/bbArzM2luZsLQno9Vq66OzdXx0zOZ2fwUpW5T2K/tMNzt3Ons0wsMTDiflUN2dB1vgZahrmLGypPkzGSupFxR2+cmwdytpnio9YTWEZ3WWO2Z2/UiFOQ2aLuqS6fT8X7A+yz6fVGZQdvJiJMMXDyQJ755gsArgTes52Ksmtx7cv/JvDbiNUDd7WHT0U1QkK0OsToVbeVnYAza6wZITWyY2O8JLAy0pKVG8t2BtZVqf433Zj127BjvvPMOL730EgCRkZGcOHGi3GuEEE1XetEG0ZZmtvVyP2drZ1q4dgBgb3KSunKuCXhn2zv8c2EXpEdwl701qzt2xNCtT7Xq6ujVAwyMSC0o5N/UDDAy5/5eE9Rzbh3RGpmjU+Bs8D+1+QilpRXtd23lqe+VMzY0pmWzlnV7X9HodPNSk1ynFeq43Ol5Nd9kwik4/F4Dt6x6zkSdYcPhDWw+vpnguOBS57/d9y3Z+dmcjDzJpK8nMfvX2aQUzR8ulpmbSWSy+gtPa+fWjLttHCM6qD3nadkpUJBDG3NTcCz/lx/rrlOY4OIEugJ++O9z8goq/gW22sFcYWEhEyZMoGfPnrzxxhusWqVO+Lty5Qp+fn6MHz+e/PymnRdKCFFaRr76m7elmV293bNf68FgaMa+tAyIOlBv962uvII8/r24B9IjednVhnnNvbAcvBgMq7c3tLudO7bX9IQ623rSr6W6+425iTmtmqnbFJ4MP1Z3K34VHWSoPXFYeep7J9q6tMXQoMbbfIsmxsXGBWdrdeHjiXxjuE3t0CF0W5Mcbt15fqf+dURSRIlzKVkp7L2k5n5zs3UD4I/Tf/DgFw+yL3ifvlxxEKjVaGnZrCUajYZZo2bhYecBBeovwa3NzcC+gpXf5s14xO9RHnCyY20rd4wr8e+r2sHc4sWL2bJlC/7+/vz000+YmZkB4OfnR0REBDExMbz//vvVrV4I0RgpChn56m+Jlhb29Xbbfi37gZEFpzOzSQ3fU2/3ra5TkafITYtAW5DJ3fY20HceuFU/NZNGo6GD89Xer7G9J5XYWaGLr5pY+GRKPEQfVBMKp4aWqqdGMmPVBLHAlUJDfj/9OyBDrLeybp5q79zx8OPQaiwYW6vfI01s1xZFUUoEc8W9a8W2n91Ooa4Qa1NrNj2zifn3zsfa1JrEzESe3/A8X+/9GihKCqwoeBUmY7pvNkQfxMLYnEX3LcKUAlyNjfB1aV+prffMuzzJzA69cO3+ZKV+Qat2MLd27Vo2b97MggULuO+++zAwuLo1TbNmzVizZg1r11ZurLcx8ff3129uK4QoqTA/i6xCdW9BK/O6S01yvS4eXTC3cEBR4EDYcchJrrd7V8fBS/shN5X25mZYdX8WfGqe6qhjq2Gg0aA1teOeng+XONel5SDQGHA6Mxvd38/Cf7Pgrym1O7+waPHDhZx8Hv/hdaJTozE3NufervfW3j1Ek9LVqysAJyJOqPO/fNQhRS791mBtqo6g2CD9/E8oHcz9cfoPAO5ofwfGhsaM6jSKDU9toJdvLwBW/ruS9Jx0db5cXjqtyYCInfD3s7BlHO11Cfza706+a+eLYbNKJle29oJ7fiIgxBz/Nyven7rawVxcXBxDhw694Xk3N7cmkVfueosWLZIcc0LcQGZGvP61pYVTvd3X0MCQ3q2HgkbD3tR6WLVZQwfO/QlKIb2tLdQei1pwl98kvFreyeN3+uNkVfKz7+LZFYwtSSsoZPmVOF4IjuDrsEuQElIr9wYgPYK4vHyeCooiKSsZO3M7vpjwBS2KhnjFrae4Zy46NZpLcZegRVHaneQLak7CJuLv83+XeB+ZcjWYC08M5/QVdZ7uXZ3v0h9vZt2MpQ8sxcLEgryCPLaf3a4GcwXZtDY3AcOi3re0MNj9Eg7xh7AyNADHTpVvmEbD8OHDWbRoUYVFqx3MGRoakpCQcMPz4eHh1a1aCNFIZWRe3f/TyrJ+Uw31bdkftMbsS8tAlxZWr/euitSsVM5Hqf/5+3l1BbPaGY52s3Vj87TNTB1SektDZ2tnmrl0Bhsf1uY58F96LiuuxJMcdaRW7g1AegT70jLJRIu1qTVfPfaV7Ppwi/N19NWn4Ji2fhohhUZg20o9GVJxotvGYtf5XcDV+XDX9sxtC1Q3PvCwsKXT4Tdhy4Pwrz8E/4aJoTHD26udP78c/4Xg+GA1mDMzhfbj4Z6fwL0ok7eiU/+sSjBXBdUO5kaMGMEDDzxAWFjp/1SPHDnCAw88wF133VXGlUKIpio942owZ2nlXK/37tuiLxgYk1JQSFDEsXq9d1UcCj2IkpeGuYGWTh3qZwhSo9FwT9cxYGiGj1NLDI3VXoFzoVXfsPuG0iMIzs4BrTFdPbvi5VD9fbbFzUGr1fLhAx9ia25LYmYiT659igt2ak5EQrdBYeNfBHk54TIhCWoP9ni/8QDEpMaQX5Cv7mJVFMyNsjZCkxkFqZfUrQUPzIeLP3J3l7sBOBt9lrz8XCgsWrHq0AGsvWHwhzDgPbBwBefb1OHTOlDtYG7RokUEBQXRokUL2rRpQ1JSEn5+fnh4eODn50dsbCwLFiyozbYKIRpYRpa6/YyhVouJsUW93ruZdTOcihZdhMZeqKB0wzlwVv0h1sPSHEOvIfV232cGP8P+1/ezaeom2jiqmfjPXTlVezdIjyAoOxcMJBWJuKq1S2tWTliJk5UTqdmpzDt9ADQGkJsCFzY0dPMqVLzwwcPOg8FtBgOgU3REp0YTkxqj9tLpCrmdGPWCVmOv7thwaiWdmjXHy74oQCvMxd5Qi4ORITi0V49pNOA9DMb8Brd/rqZwqQPVrtXNzY0jR47w2GOPERcXR15eHocPHyYzM5PJkydz6NAh/X6tQoibQ3qGOrXC0tC4Qbbn87TzACA8qXFO41AUhYMX1R8Ofs7eYO1Tr/c3MjQCoL1HFwDOxoeCrrDmFSs6lLQIgouCuVbOrWpep7hp+Dr58v44NXvFxYTLhDgPVk8cXw6xRxuuYZVQnGKnX8t+OFo6YmyobocXmRxJYJR6zlLJxcdYq67W7fEKDHhHnROXm4zm3DpGdxmtVlaQoyYFtnAD0+tSN2k0dbp3bY1CRGdnZ7766iuSkpKIiYkhOjqapKQkVq5ciZNT/U2OFkLUj4zsFACsjKqXL62mvIt6hMJTY0FX0CBtKEtyZjIbDm3glR9fIaZoVVzvdiMabOPxdr5qDrpzmZlqZv6ayoonMS+b1IJC0BrT0kl65kRJ7d3a4+3gDcCfGnd1mFHRwb+zICuugqsbTvH8OF9HX7RaLR62HvrjxYFeB8N8tBoN+I5UV+2a2kGHSWoFZ9dxV8veaNDot+vCsUO9P0eNgrnIyEiOHDnCsWPHyM/Px9nZuUF+W69NkppEiBtLz1ZTglgamzbI/T2d1aGL8NxcyIhukDaU5bWfZvL+7/P556S6ZU9zMxO82o5psPa08+4FWkPi8gpIjDxU8wqL58sBxsbmMl9OlKLRaBjeQV0MEHDub5SBi8HEDnKSYN/chm3cDeh0Ov3KVU87T0AdboVrgrmCHDoZFaX4aXHNHNh2j4CZExTm0Cz0J0Z1GoW2MIfBNlZXh1hrQUBAQKV2z6pyMJeZmcm8efPw8vLC29sbPz8/evXqpX//9ttvk5mZWa1GNwaSmkSIG8vIVtMNWRlXnPSyLni7dACNhvCcPJS0xjHUmpWbxYmzv0NaGLeb5DLfx41VnbuhadalwdrU3Kk5xkVzGs+F/lfzCtPD9fPlfBx9MdAaVHyNuOUUb111JeUKZ1MSoO9c9UTMIciIariG3UBsWqx+qyxPW1f41x+P5BMAhCWFcS7mHOSm0NGiaNcG+9ZXLzY0hc5Pq6+Df2V2jxHs6uRDJ0sztVeyltRJapLIyEj8/PyYN28ekZGR+Pj44OfnR8+ePfH29iYiIoLZs2fTu3dvrly5UnGFQogmJSMnDQBLk4YJ5jwdvEFrTEahjpSEcw3ShusFRp5Al5eGVgNzOvdjVP9nsR7+BTRgwGOgNaCNow8A5yJP1rzC9Ej9fDlZ/CBuxMvBi7YubQEIOBMAbn3AQk1dQtj2BmxZ2SKS1UTYRgZGuMQfhLC/8Mi6DAXZHL58WA30ctPoYG56NYfetVreUxS4KRjsfQMLrUZd4GDftl6fA6oQzOl0OsaOHUtYWBjvvvsucXFxXLp0iX379nHgwAFCQkKIiYnh7bffJjQ0lLFjx6LU1R6BQogGkZ6TDoCliWWD3N/DzgONgTpfLzw6sEHacL2TF7aDotDW3BSzEV/BbS+AXcMHPO3c1Uzz5+JDr+a4qq70osUPWmNaNZPFD+LGRnRUe+f+OvsXOgXwvkM9cbnxTV8qXkjlYeOK9vRK9bWJMRTmqoFcYR7uxlrsjAzBY2DpCjRa8HtD/TNP/UUXm+aV2q6rtlU6mNu4cSNBQUHs37+fmTNn4uhYeiufZs2a4e/vz3///ceFCxfYuHFjrTZWCNGwMnIzALA0tWqQ+xsbGuNqpf7fEx4f3CBtuN7JEDWXWxcHdzC1bdjGXKN9c3URxNmMDP1WXNVVmHqZ0JxcMDCSnjlRrjvb34kGDQkZCbyz7R0yXNTvQ5Ivqrsh1LOkzCSe/2467/7xDrn5uSXORSSp/y48lTR1bh9FwVxBUbnCXDpZmKmrWM1vkCTdvjW0e/Tq+1qcL1cVlQ7mfvjhB+bMmUPHjhVvqty1a1feeustNmxo/DlmhBCVl5GbBTRcMAfgaa9OVG4M6Ul0Oh2notXh3q5e3Ru4NSW18+4DWgMS8guIjzhQ/Yp0hUTEB5OnU8DARII5Ua5m1s0Y2WkkAD8f/5lxP7zJkcKinvzLf9VrWxRFYd4PM9h3dA2bdn/ItPVTSc26us1oRFIE6ArwzCza9s7EDldjI7S6omCuIEedL2fXqvyV6Z2eUpMCw9UcdPWs0sHc0aNHeeSRRypd8fjx4zl6tHHnlymLrGYV4sYy8rMBsDKzbbA2eBcN84WnxTd4hvnguCCyiuYRdml1e4O25Xo+Tr6YGqs/RGu0E0TGFYKKFrVZWzjgaFl6VEaIa80dPZfXR76OubE5CRkJ+IfFUqgo6lBrPU6/+mn/t+wN/A10hWgLsjgZso/J304mIV3NlxmeFA45SXgZacDUAbpNx0irwcWgqI2FxcFc63LuAhiZwZ2roP9C8B1Rq89Q66tZc3Nzadas8nsxOjs7k5eXV+nyjYWsZhXixtJz1WDOsgGDOX16kpxcyGzY9CQngnaBrgB3EyMcfQY0aFuuZ6A1oLWjmvfrbOSJ6leUGkpwTi5otLR0adfk00+JuqfVahl32zi+m/IdGjQkKYYcz8hScx5ufRB+Ggl7Z9d8Lmc5LscGsfS310BXwBhHW95v7oFJXjJhiWF8u/9bdDodV1KuQEE2nibG0PJe/b6pHkYa0BVgpMujtZnJ1f1my2PhDD7Da32Hh1pfzWpgUPWVWdW5RgjReGUUzSWxMq+dzeOrw8ulA2i0ROTmoaTW/xyca50IUjfo7mJjB1aNL/daR4+uAJyJC6l+j0hqiJpjzsCElrL4QVSBh70H3by6gYEJO3KKEo2nhkB2PIT+AWfX1cl9FUXh7XXjyc3NwNPUmJdGzGKgrRVPOZpDfhb/XPyHmLQY8gvzoTBXDeZsW6r7pmoN8TA2goIs2pgYYKzVqsOsjZxhZQtmZWWxdu3aKq1Qzc7OrlajhBAQFBvEv0H/YmliiYuNCx3dO2Jv0XBBlKIopOerve2WDRnMOXiDgTE5BTnExwXSzLPhesRORJwAoKt7xwbb7aE8HVsMgANrOJ2Wii79ClprjyrXoaSEcD4rBwwsZCWrqLJh7YZxLPwYOwusmdllElpjK0g4rQZzJ1aAc3dwrHgufnmCLh8kKPIoI/o+g1ar5dC5vzhx5QwAc+58EfPbpkPiKQbl7Gd5fBxRKebsvrAbdIUYo8PZ2BBsfEFrCNa+jLRP43BcHg862Kk9bbYtauGTqFuVDubS0tKYNGlSpStWFEW644WohszcTD7/53M2Ht6ITtGpQxG6AmwtHPj1ua1YmNTvBvfF8vKyKNCpwyJWFg03b8rN1g0DAxMKC3IIjzlL5Sd/1K6Y1Bji0uMB6NqyjLQFjUDnlkNAoyWjUEdY6D/4dnm04ouuEx17lti8AjA3oYtnwyVCFk3TkDZDWBKwhKTcLE5Yd6W7d3d1SDMlWF3h+q8/3PUdGFcv3VFaWgxPf34XabnZXI4OZOq4FXyxbS4oCn3tHek6cJZasMMkvGOP4qnJI6Iglw2HN0BhLh4mxmi1BmCtTknAriXdUoL42cZa3TLQ2kfdwquRq3QwZ21tzccff1zpihVF4cUXX6xWo4S4VcWlxfH4N48TmxQOuUl4afMxVgoIzcklJS2M347+yMN9JzVI29LTY/SvLS0bbu9lA60B7tbNCI9PJTz8AD3SwtXhkXqkKApr/1sFhblYGWjxaT6sXu9fWc42Ljha2JKQkcTpkH+rHswpOo5Gqat17Swd8XX0rYNWiptZM+tmdPbozKnIU/x9/m81mDMwVjer//1RyIyCYx9D7zeqVf+qTU+TVjSXd/WBdeSaO3OqqFfuyQFTwMBILejWB41dKwbaxrE+LZWolCgozFOHVC3crgZstkWrtYv3fm4CQ6xQhWDOzMyMxx57rEqVz5o1q8oNEuJWtvj3+cRGHsZcl800Nyf+5+SCgUbDhxGxfBeXxMb/PufB3hPRamt3km1lZGRe3SzbysK53u9/LS+3LoQnBBOeGgPbJkDfeeA5uN7u/82+b9h4YA0ADzk7oXWq2TBRXdFoNHR2bsXOjIOcjjxJGTnsy5cZy7HUFAC6efeQ0RZRLbe3u51TkafYeX4n7rbu/HH6D9q4tOGN7jPQHn4Pgn+GFqPBqXO59aRkJrN53yrSc9KYNPRlUmOO8kPg3wDYGRmSnF/A+p0fglJIH1sbOvWZcfVijQY8BjEw4iTrE9UedQpz8bI0BtvmV8vZXpd6p6KVrI1EpX8ihIVVfaJxda5paJKaRDSU3Sc2s/voesjPZL6PGw+19sOg9xswci0PdL8PjQYi44PZd2lfg7QvPSNe/9rCsqEGN1Vebl3A2ofjOQq5uenwz6uQcKZe7v3riV9ZseNDyIzmbgcbnupxb6MehulYlP/udFxo1RdBpIZyNCMLNBp6tBpUB60Tt4KhbYcCEJ8ez4fbP+R8zHl+PfErG5JzwbEogDu46Gpv2HVyUiNY8sUd3DW3OZ/+MZe1Oz/kfwvb8ta6yRQoCl5WDqx/5COcjAz1dTzZ60EwsS5ZkVMXuliaY02++m+hMBcvE2N1KLXY9cFcZVay1qFaT01ibFz1/6yqc01Dk9QkoiFkxZxk8Q/PQGEeg+xsGXzvF+o8klZjwaEdHt2nMMDaEgqy+f7fLxqkjRlZiQCYGWgxMDJrkDYU6+nTEwxNOaN14snQJOLz8uDSljq/b3RKNO/9sRDSIxhobc5b7buj6f1Wnd+3Jjq3VH+QXspMJzPlcpWujYk6RlRuPhiY0N27YZKhiqbPxcZF/TcLWJla0cldTQGyfNcKLjZ/SF1kkBIMe16DPyfDj8MgfKf++k9/eJKN5/eRW5CHraEB1oYGJGWncyZFzRc3Y/TbNOsyifd63I61oQGj7G3o3O+l0g1x6oShRktfa3MoyNHPmcPmmp4582ZgfE1S9Abumav11CRCiFqmKJw8+BmfftqXKcuHEJediZmhITPHr1WHDK8d0nLsxEPN1f8ADwbtJiQ+pN6bm56pBnNWRiYNvnJzQOsBvDbiNbQGRpzNN+CxC5dJvPQn6Arr9L7LA94lL/kSrgawqFUrDIZ8BGYNt7K3Mtq1HIKBVouiwJmLVcvAfyxU3TnC2tSK5o7NKygtxI29M/YdPnn4E7bN2Mbn4z+nuWNz8gvzeXPnKnJbP6gWivwHEk5BbiocXw6KjrzsFLYGqd+HD3ccxtbXj/DDjB0M9L0NDIzo37IfA3tMAI2GziOW8vegu5k/+k2w9izdCGMrsGnOQBsryM8AXQFepsbqStZiGs3V3jkTOzBzqONPpnZIMCduDimXIKX+A5yaOH5sDU9seIXVQSe5mJULBiY8N2oezs2Hli6s0dCzx+P4mhpDXirfH6ib/EzlychOBsDSyKTe712W//X4HyseWYGVlStxeQVsvhIKccfq7H4njq/nr0NfQ0EOz3s4YzroHbBr/FtbmRib0cZWneN4OqRqO0EcvXIWgO6ubRpknqa4edia29K7RW9MjUwxMTJh4X0LMTIwIiQhhFcvXiLX2Q8c2pPd4n5OZGSjSwuHqAPs3ruMtPx8jLQGTPnfF5g6tMbRoxcfPPcPv/gH8v4zf1ydy2nthebu76DrtBs3pFkXBthY0s1EYaitFc5GhmDjc11ji4ZW7Vo3+C+ulSX/OkXTl5sGf4yHrQ/AvrmQnageiz6kBnmNVOClfwGwMTHnscHP8cX0v3hgyAs3LK9pfhePuDQDXSFbj24gPj3+hmXrQkZ2CgCWRqb1et/y9PTtyUO9J4CROb8npqLU0d6PuisH+OCnGaArpKuNLbePWwsejWvHh/J0dGkDwOkrgZW/SFE4Fq/uf3tb0RCZELWllXMrXh3+KgD7Qg/xXHQ+m5rdw30H/2FKaAJvhEahnN/AL0fUPd6H+HTFxtpVf71Go8HD3gNDg0qv41Q5dcHMQMvKFs1Y3MIDjYUzGF2X7qntQ+A1DDo/WaNnrE8SzImmLyMSdEV7dIZshZ/vgh+Hwt/T4I8JkBlT/vUNJCJBDTR7e7TnuXvf5TafCuYkmdpyV5cxOBkZkp8Zy/p67p3LyFY3qLY0btj5ctcb2XEkGFsTmZvP6bO/1XyoNSNa/aUg8bz+0I5dCzmXmY3G0JSXJ25E49qrZveoZ52LgrHTCeGVTvweH3+eiKLE77e1aZypV0TTNrb7WN4Y9QYaNBwLP8a7294lISMBTOzYnpzGJ0d+4XCcupDy3r61FFg5XZcr0bqMdDvWXjDwPWjWtXbuWQ8kmLuOrGZtgnLVIAOtIZjal1wRpcuDqP0N064KhCVHAODlVPmhOuMuU5jg7AAFOfy0bxWpWal11bxSMnLSAbBqoKTFN+Ll4EVnn94AbI2OhNijNavw6FL1l4L/ZqnfS2lhbAk6CMAdne+hXfP+NW1yvevc6nYAUnOz2Xvql0pdszdwKwBWhga09G56zyyahvu638fC+xZioDVAq9Fyf/f7GdHtfjAw5tuYRBQFXM2t6dn1kdq5oaW7+nOimE3jzp1Y66tZr/fFFzdeUffee+9x3333ceHChepW32BkNWsTlJtKVG4esVoruPdnGPwhjFwD3neo52MON2z7yqLoiEhTFxR4uXSo/HV2rRjT82FsDA3ITotk48H6651Lz0kDwLKRBXMAd3UbC0bmbE9OIy9kW/Uryk5SJ2EDpEfApS0knVrLwfRMMDDmrt5P1E6D65mbd18GOKrz5pb9MY/CCnovC3WFfFPU8zvUxRutoVGdt1Hcuu7scCc/T/uZrc9tZdaoWbx591s0d26jPz+643C0tbXXu0ZTsnfOtnEv7Knz1azz5s274bn77ruP7t278/jjj1e3eiEqLT09hgfOhnDPseN8uX89+S59wKE9uKq9NcQeqf4m43UkO+kScXnqPqde7rdV6VrzHjN42NkJdAVs2LOC7Lz62QM5IzcTACtT6wpK1r872t+Bkak96YU69pz6GQrzqldRyFZ2JiUz4lQQm+OT4fRKdhz7Hp0CNtbu+DXvXbsNry8aLc8NfR6tBkLiL7Hl6CZy83NZ/d9qVuxaQX5Bfonif5zaSmTiZQw0MLlv1ZLFC1EdbrZuNLNW81eaGpny7qNfYm5kjJmhEfcOmVm7N7s2OfG1OeaasGoHc+XNu2jdujVvvfUWISFNa3WhaJoik8LI0SkUouXLPV/y6KpHmblpJtP+28ySiBh02YmQGtrQzSwhIvKQ+kKjxdOta9UuNm/GAwOmYqLVkJYawZ6z9TMtIL0omLM0taqgZP2zNrNmQIcRoNGwNTYaIv65YVmdTsfS7Ut5b9t7RCRFXD2hKIScXM/sy1EkaM15PzKOK8mRBMTHgkbD7V3vr/pk60akeY8nGdPMCRQdnwYs5OGVD/Pp7k/5eu/XLA5YrP8/vVBXyFd/fwi6Au52sMW98/gGbrm4FTV368ymVw+x8eW9OLu0r93Km3UreqEpmWOuCavS/0zz58/Xv87MzGTBggVlBnUFBQWcPXsWK6vG95++uPmkpKvbTGm1hmi0BoQkhBCSoP4icSg5g6G2VtwWc7hRdadHXDkJgK2pJdbmNlW+3rrbMwzavoy/EhPZduArhncdU8stLC2jqAfQysy2zu9VHaO7jWPnsR/Ym5ZGVOD3uPncUWa5Q6GHWH9wPRTk8tO+ldzt2Zpx/Z7Bx9qR1wMPk6NTwMyJPK0hb4RGEZiZDSa2DO9ybz0/US0zsuDp/k+w7efFJKWEk4QxWl0+OkXh5+M/06pZKx7o+QBbT20lMv4iBhp4ovPtYOHS0C0Xt6hmTnW0+4JDB+j8FJjYgqlt3dyjnlUpmJs7d67+tUajYc6cOTcs6+DgwMqVK6vdMCEqKzVTzQLezNyGDyev5beTv6HVaPnn4j9cyYjmYFomt8UegbYPNnBLrwqPU1dKetm6VlDyBowtGdHhdv7as5H9oQdJyUrB1ty29hpYhvSiYM6yju9TXf1a9sPNsQVRUcf5IXAHLwyNU7O5X+dA8B41ZU1hHjrgt3PR/HbuH8yNTMjKz8XYxJInb3+RFX8vI7AotU0zx5Z09exavw9UBxy6TGbqwa/5MDKWTvlXmO3hyNexSfyRb8P7f73PhsMbCE+8DHnpjHawxa3jQw3dZCFqn0ajBnM3kSoFc6Gh6lCVoij06tWLw4fLnlhuYWGBo6NjzVsnRCWkZKnJbG3NrGnt0ppXXF4B1HkXq2PPciA9iWmxR0HRqdvGNALhiepyey8H72rX0afXU1jv20RaXiZ/H9/E/f2m1FbzypSRnwuAlXnj3PFAq9Xy4ICnWfrjdH5JSOapC5sx7/ZMqXIHzgVAYR5PuTriZu3ChthYzqfEk1X0fK8MmsLYfo9zPvo8f5/5E5RC7ux6382RNNfKnUd63M8I++3YGRqg0Wh408uZsJA4zuhMCU8Kh9w0vEyMeNLDEzyHNHSLhRCVUKVgztv76g+eF154ocT7m4W/vz+jR4+WFa1NSEpRMltbs5LDlb2b92b1vxacS4kiLSsZ66SL4NC2AVp4HUVHeKqa+86rWfXbY+TWi9ububI5KpI/D6+p02BOp9ORWTRJ3rIRb29zT9cxfP7HXDLSY/jjwNeM6/p0iQzuCekJBMcFA9DPpwcdHviJuxWF8NPfs/O/j7E2tea+29W9Vl++82UOhh4kKy+Luzrd1SDPUyd6zsTewhWsvcHGF+NdL7DUW8e3efY4e/XntsR/aaXYoG11Nxg2ngTRQtyKAgIC2LKl4n2nq/2rZmXynuzdW7WtYxoDSU3S9KRkq/nPbC1K9hh1cu+EmYkVitaYw+mZEHOoIZpXWmYMETnqkKWnW5cKCpdDo2VElzEAHI88TXRyVC00rmwZOWlqzyZgadl4e92tTK24u/sDAGwIv4gSd7LE+YOhB6EgG2tDA9q1KNrBQaPBq/MjTJp2kLGTt6Mp2uGimXUzvnvyO9Y+sZZWznU0d6chmDtBj5eg9f3g3B16vYa9kSEvWqTwSOJW2pCK1sAIWo1r6JYKccur89QklfG///2vLqsXAoCUnAwAbC1KBhlGhkZ09+4ORhYcTMuEEyvg0HtqLrEGlBEXSFJ+IWg0eLt3rVFdXXs8STNjQyjMI+DQN7XSvrJcjj0HqJ1crvaNu0f+wf5Pg6Epl3PyOHxyQ4lz+y/tg4Js/Kws0F6bnuAG3GzdaOPSpsJyTZrvKPC+8+p79/4wfHXj6MUWQlRKpYdZ582bR0pKCkuXLgVg6NAyNgO/TlJSw/7QFLeAwnxS8nIAsLUqPdndz9ePvRd3cyA7DpRCuPgjhP4Bt3+m5qJrAOGRRTsUGJjgYedVo7q09i25w60l6y+f59/TvzJpeMU95tVx4fI+ADxNjDGz9amTe9QWH0cfbnNrw9Hwk+y+8A+9iuIUnU7HwaB/QNHR29oCHDs2bEMbC40G+swBlx5g3w4c2jV0i4QQVVTpYO6LL74gIyODxYsXY2RkxJ49e/D09Cz3msLCGu6RKERFclNJLVC/z2ytnEud7t28N2iNiDJxI7L903iE/Ag5SbDrBRj+NVi513ODITzmDABOFnaYm5jXuD6/9qNYf/k8Z+OCySvIw9jQuMZ1Xi8oQg1A29g4ld6UuhHq13IQR8NPciA6SN2rVWtAUFwQyenqXMXezt5lrnS9ZRmaQKuxDd0KIUQ1VXqY9fjx45w5cwYjI3VbFycnJ0JDQ8v9khWtos7lpZJSFMzZWJVO8+Hr6IuTlRNoNOzOM0O5c7W6L19OEux8DnJS6re9ikJ4nLrNnaedR61U2bnDPWg0kJ+fQ2BI3cxTvRCjplJp1axFndRf2/p0vg+A8OxsosLVz+RAyAEoyMbX1Bhnt6rtuiGEEI1ZpYM5Z2fnEj1xq1atqvCaypRpbPz9/QkIqJ+M+qLmlJxkfTBna106ualGo6GXTy8APtrxEcO/msycgpYk6wwhPRx2vwQFufXX4FNfEpEcCYCXc+0M81q6/L+9+46PqtoWOP6bkkkjyaQPCSEEkN57J4IU4YKCgBVFuXqvCnZRQS8IXgH706fPhqCAoiAiFkQ6CIIgEEAINSQhpPfe5rw/hoykkMxMJmXC+n4+8/lkzuyz9zqHAVbOOXvtXtzgZrpadvTkj3bp82qlxlLOpppibl/LZ/zqS9uWffF1MZ2T/ce/R1EUtp3aBsX59Pd0B/+uDRyhEELUbPPmzRZNOLV5AsT48VVP1Y+KiuLIkSMYjcZrtmnMZDarY8nPTaJYUUCtQe/mXWWb2/veTqCn6RZsWm4aP537g+kJaiLzCiHlGOx9yTxTs05d+BmOf8LFgiJw8aZlSzut86nW0LO56SH9I1G/26fPq8SkRFFUnAdAu7Ahdu+/LqhUKgYEmx7g339+H0djj3Ly8gkoLWScjxf4yvNyQojGr85ns+7YsYMRI0Ywffp087Znn32Wtm3b0qdPH7p160ZSUpKt3QthkYzMK+U4VNprroDQKagTP87+kQ2PbOD5m5/H3dmdhKIiHogrZmt6FsRuh0NvQTXrDdc+0POwfyH7MnM4VaIFd4NdZ0n2bD0IgIiEsxiN9k1Mz0btBUVBr9XgF9zPrn3XpQFtTaVH/og/w4p9K6CkgF4ebnRq5i4P+QshmhSbk7lPP/2U/Px8czL3+++/8+abb9K/f3/effdd9Hp9ubVchagLGVceaEetwcv12mucqlQqWvi0YErvKXzxwBe08m1FkVMzXkws5nB2HpxeA4l/1l2gcXvJLirklbh0aBbMgNYD6Bdmv8SoZ2fTuqF5RXmcibFvPb3T0aarfe08vFC5+9u177rUv+utAOQUFbD3zC4oyWN6gA/ob5BiuEKIJsXmZO7AgQN89913jB5tmvf/ySef4OzszHfffcejjz7Kt99+y6ZNm+wWqBBVychJBsBN62zxLM5Q31A+f+Bz2ge2p8TFl2di0ogpKIKkI3UXaGEGb19KJKkU3Jyb8eL4F1FdtTJBbfm26E9LV1cAjvy10W79ApyJN82+be8fZtd+65pPUG/aN7sy87Yoh1BNCYO9moGfPC8nhGhabE7m8vPzMRhMD5yXlpby448/cssttxAYaHo2KTAwkIKCAvtEKcQ1ZOSkAKB3aWbVfu7O7rx9+9v4e/iThZbHz8WSk/RXXYQIQMTl02xMzQSVhqdGPYXBq/JkjVpRa+hhMK1ScOS8fWe0nkm5CMANzTvbtd86p1IzMOhK4dvceO72dkat0UGbfzRsXEIIYWc2J3Ourq4kJ5uuimzYsIHU1FTuuOMO8+c5OTlotVYt/SqE1TLy0gHQu3pavW+AZwDv3P4OLs4exBYWsfWc/ScPlDmSeB6AG7wN3NLjljoZo2fYQACOJkSi2On5v9TsFFJzMwFoH2qnCRv1aETHEahUEKDTMt7fD4a/IcWChRBNjs3J3OTJkxk7dizPPvssDz/8MMHBwUyYMAGA1NRUnnjiCbp2dbzbGVKaxLGYk7lrTH6oSXtDewa3MSUpx1MvwZVZm/aWkZ8BQLBngF1vr16tZ2fTFae0/BxiLh+zS59non8HpRSdWkVoq6F26bM+dep0K5+3b8Xyjm1xvvEtCB7c0CEJIYTF6rw0yYIFC+jSpQvLli3D29ubr776Co1GQ2lpKf7+/ixfvrzclTp7+eCDD+jZsyeDBg1i3LhxxMbGXrNtamoq9957L71792bYsGEMHTqUffv2Vdu/lCZxLBn5WQDXLEtiia5Xym2cyM2HjHN2iaui9Ctxerv71kn/AMGhwwhwNj3Yf+DomhpaW+bsRdPVytZubmgb+TJeVQroQadx7xN4yxpJ5IQQDsfS0iQ23wd1c3Pj888/r7Rdo9HYvTRCmfXr17No0SKOHz+On58fCxcu5JZbbuHQoUOo1ZXz0scee4zo6Gj279+Pk5MT//u//8v48eOJiYnBw8OjTmIU9SujMAcAfS2SpC4te4PGiQsFheQmncDdggXYrZVRcCXOZnW3KopKo2VwSGe+O/cnv0VuZdr4xbXu82TsYQDa+bQAlc2/+zWskPCGjkAIIeqUQ/3r/MYbb3DPPfeYlwl77LHHiIiIYNu2bVW2j4iIYPDgweYlyEaMGEFGRganT5+ut5hFHVKMZBbmA6BvZnvJjA7NO6DWuqIocDKqDpbDUoykF5pu33o3q7x+rD0N6mCaXX4o/gyFRfm16ktRFCLiTwHQvYX9E1whhBD2UafJnD2fmSsqKuLgwYN06/b3fyp6vZ7Q0FD27q36P+DJkyfzyy+/kJlpeoB7zZo1+Pv70769/Yq1igZUlENGSQkAeg/bZ4e6OLnQzq8lAMcvRdgltHKujrOKJcfsqV+v6WhUUFRawp/H1taqr8tpsSTnpAHQo91oe4QnhBCiDtRqumlCQgKbN28mPj6eoqKiSp9HR0fXpvtyUlJSKCkpwcfHp9x2Hx8f4uPjq9xn4cKFZGVlERoair+/P25ubuzcuVNusTYVhRlXrcvavFZddQnuTmTcCU4kXTQt7WXPW4pXx+kRZL9+q+DuHUoP3yD+TLnMvuMbGNTnXpv7Ohr5EyhG9FoNLW+Q50iFEKKxsjmZ27x5M5MmTaq2llxdzNqrqs9rjTN79mwOHDjAhQsX8PHxYdWqVdx5553s2LGjUlIoHI9SkGG+4uVV22Su9WDW/bGaEzlZKNmXUXm2sEeIABTlJpNXanqOVO8VbLd+r2Vwm0H8mbKOfVGHatXP0TPbAejhY0DlVncTN4QQQtSOzcncnDlzGDVqFI8//jghISHodOWr7yuKQr9+9luuyN/fH61WS1paWrntaWlp5uLFV8vLy+ODDz5gxYoV5sTtnnvuYf78+bz//vu89NJLVY4zd+5c87GMGTNGZrY2Yrk5CZQqgEqN3r12Ewu6thkGKjVpxaXEX9pPUKcp9gkSyMiKM/2g0qBvVvdJ0aAeU3n3wDpislO5dPkYLYJse97t6JVbzj1b9rBjdEIIIWqyefNmc5m0qu58VmRzMhcTE8PBgwcrJXFXe+6552ztvhInJyf69u3LsWN/18/KzMwkOjqawYMrlxwoKSnBaDRWik+n01VKCK/26quv4ulpfQFaUf8yMi+bflBrbK4zVybEJxQPl2Zk52dx4sJvdk7m/o7TuxYlVCzVpt3NBDi7kFRYwL4/VzEt6DWr+8jITSMq3fT4Qo8bRto7RCGEENW4+mJSVlYW77//frXtbX4wqEOHDjWWILF3nblnnnmGVatWkZqaCsB7771Ht27dGDlypPn9nXfeCYCnpyfDhg3j888/p7i4GIDdu3dz5swZxo4da9e4RMPIzEk0/aDS4OXqVau+1Go1na+sPXoi1r6TIDKyEwDQaZxwcar7Bd5Vag2DW5omH+05vdWmPiJO/QyKEWe1ivYdJ9gzPCGEEHZmczK3ePFinnjiCTIyMq7Zpm/fvrZ2X6XJkyfz4osvMmrUKAYNGsS+ffvYuHGjucZcTEwMkZGR5vZfffUVvr6+DBgwgKFDh/Lkk0/y2Wefya3TJiIjJwmAZjpXtJraLx3X9Ur5jeOJZ8FOy2EBpGeblr3zdnGvs9UfKhrWxZSA/XH5LJmZl6ze/+iZLQB01fujreNJG0IIIWrH5v8BFy5cSExMDM2bN6dNmzb4+flVKtxb3e1MWz3yyCM88sgjVX72+uuvl3sfFBTEypUr7R6DaBwyckxJkt7Z3S799ew4Hvat5ERWOpfPbyGorX3KcWTkpgCgd6m/WdQD+v8Lzx8XkVVczLbf3mXyeOtutR6NNhUL7tlC1jEVQojGzuYrc7t376a0tBSDwUBubi7R0dFERUWVe5WWltozViHKMSdzrvZJkvp0Gk+Qhy+KAut3v2uXPgHSc02/1HjX8lawNZycmzGytenK+C9Hv7dq34KifE6mxADQo224vUMTQghhZzYnc/7+/pWSt4qvspUaHMncuXPNM0hEI1acR0bKGQC8PO1T7kOtVjO5x0QAvj+9l6KCLLv0m5FvKlpd20ka1hrT/wEAjqReIjHO8jIlJ89sodRYgloFXTvfWkfRCSGEqMnmzZuZO3duje1sTuZee63m2zafffaZrd03mFdffVWeqXMEsTvJKCoAlQp9QGe7dTvxxmfRqtWkFxWxY+97dukz/Uoy512L9WNt0avbNPxdPVAU+HWP5cdy4srzcm2a6XHzaVNX4QkhhKjBmDFjePXVV2tsZ3MyN3369BrbzJw509buhahe1CZiC4tA51GrdVkr8vEOZWSoaSLE2j9W26XPjIJcAPTN6vdKtVqjYVT74QBsPrXVtLKFBU7EHASga3NZ9k4IIRxBraYAFhQUsHr1ak6dOlXlZIeyNVGFsKv8VC5E7eJQdh54hDCw9UC7dj910INsjnqUo0nRnIs+QNvQ/rZ3piikF+YB4F2L9WNtNXbIo3x59EciszKIOraGsO53VdteMRo5lnAOgC6hA+ojRCGEELVkczJ3/vx5Ro0axcWLFwHTklpKhXIO9VWGQVxnLm5mVUIKqDW0De5O/9a1SLaq0L3XdFp//zwXcrLZtv+T2iVzxTnmJcf0nvWfzHVsPZRQ72Ci0+NY+esr/KfLVNA4XbN9UvwRUgrzAejScVx9hSmEEKIWbL7N+txzz9G2bVsiIyMpKSkhICAAo9GI0WgkOjqaW2+9lbVr19ozVnGdKTWWsvL3lRyNOVpue2rkBjalZYHOi7sH3GP3XxpUag0DryxhdSTmz1r1ZcxLI6PENKtbb6eJGtZQqVTcP/oFUKn4MT6a2EMfVNv++MkfAXB3cqZVS/te8RRCCFE3bE7mdu3axerVq2nXrh1qtbrcf6ghISEsX768Ut03Iazx+5ld/M/G53l+9T//vuqbFcPXZ/ZTrCj4erdkTOe6mazSs/UgAI4nRVNcUmxzPzk58RivhK73qv9kDuDmfvfS0q8NRgU+3fYW5F+7/uOJqH0AdAkIQ63R1FeIQgghasHmZE6r1eLvX/7B86vrynl5eRETE2N7ZA1ESpM0HjHnt0FBBinJp0nMNK0TWhB/iHUpGaDWcvvAB9Bpr702cG306DgegMKSQiIv7rW5n4zMONMPKjXedpyoYQ2NWsM/x/4H1Bo2paQQvXfxNdsejz8JQJeQXvUVnhBCiGuo89Iker2eU6dOmd8HBwezceNG8/uffvrJ1q4blJQmaTwS06/8MqAYOXl+FwB/nN5KVkkpOp07U/pMrbOx9c17EubmBsCRU7/Y3E9G1mUAVGptrdePrY2xPSYRauhkujq3/ysorFxDryQzhlNZ6QB0bTeqvkMUQghRQZ2XJhk1ahQ33XQTn3zyCQDTpk3jjjvuYMKECUyYMIHJkyczbpw8QC1sl5gVb/45Muo3AI7GHAGga2BbPF09625wlZqega1NY17cb3M36dmJAHjqXCotd1ef1Go1D46ZByo1W9IyyDy9vlKbs5E/UWRUQK2hiyRzQgjhMGyezfrkk0/Svn179Ho9ALNnz2bv3r1s3LgRlUrF2LFjWbp0qb3iFNehxOwU888nL0WAYuRo0gUAeoT2qfPxe4b2YX3UCY7Gn8FoNNqUjNl7/djaGNFpDJ7NAsnKjufXA8uY2m2G6QNFgfj9HD/yBQAhXoHo3b0bLlAhhBBWsTmZCwsL49FHHzW/d3FxYcOGDWRkZKDT6XC7cotKCFsl5qabfz6VdIHC9HOczDEV4O3RbmSdj9+z/WjYuYKsgiyiks7QxtDB6j7Sc1MB8K7Lq4gW0ml1jO5+C+t++5Cfok8xNe0MuPrCrmeJj/uT72MvAdCl1aAGjlQIIYQ1bL7vs3DhQhYuXMihQ+XXfNTr9ZLIiVorNZaSkp9jfp9ZkMXWQ19Soiio1Vq6tRle5zEYwsIx6JxAUTgSucmmPjJyTTNH9Y0gmQMY3+8+0DhzIjef6IP/C1sf4cfTu7n91AVOl2jBqxVjBz3U0GEKIYSwgs3J3IIFC9i5cydGo2VLBDkKmc3aOKTkpGA0mkqCqFWAovDlH18BcIO3AXeXZnUfhLMXPX1NhX6PnNttUxd/r8vqY7ewaqNLi6609G8LwE9HN/DByd9ZEJ1AnlswAUG9+eC+5QxuO7iBoxRCCAH1MJvVx8eHLVu20K9fP1u7aJQcbjbrpd2mV0lhQ0diV4npl8BYikoF3dxdATidaroN2COoU73F0bOFaZ3WI5eOV1rhxBIZ+aZZo3p3X7vGZSuVSsW4vveASsUXiWl8lpgGzVowottEvv7X1/QLa1p/n4UQwpHV+WzWDh06kJubW22bF1980dbuhSWSj8HOp0yvdTfBnrnVFoR1JAkpZwHw1Wrp5h9a7rMeYfW3MkGfdiMASMpO4VzSOav3Ty80/R3RN1CNuaqM6zUFXLwpQQXNgrm13z0smbwEDxePhg5NCCGEDWxO5pYuXcq///1vEhMTr9nms88+s7V7YYmM83//XJIP0b9C5JcNF48dJaVFARCo09IxrPwD+d07jK23OFq2HU0rFx0Yi9l5dJ11OytGMq6sc+rtUf/rsl5LkD6Iwd0mg0977hj8IPPGz2vQsilCCCFqx+bZrC+99BIxMTG0bNmStm3b4u/vX+k/hLS0pnGVqNHKN82UxK8reN8AZ9ebbrn2nNUw8ShGuLwfYrbCpV3gZoDRn4CT9RNiEtNjAQh0cadjm5Gw3fSLQZCLKwGGrnYNu1peYYQHhrAi+jw7j2/kwTEvWL5vXjIZJSUA6L1Da2hcvxZPWkx8ZjxtAto0dChCCCFqyeZfx3fv3k1paSlBQUHk5eURHR1NVFRUudfVy3sJ+yvNTeLLxDR+SM8lL9S0/BSZFyD7UsMEdOBV2PEYnN8IhZmQfhqOf2pTV4kZppUTAt29CW41FA+N6avaI6AVXLUOcJ1TqQjvbLoSeDrxLPEZ8TXs8LeslDPklZomCPn7tauT8Gzl5uwmiZwQQjQRNidz/v7+lZK3ii8/Pz97xioqOBj3F29dSuTl478zesWjvHI5m0Kj0XR1rr5d2gPnNph+DuxDXshN5JSWwqnV5W8HWyghK8HUlYc/Kjdfhvs3B+CmG+q/Blqnrnfg56SFknx2n/jB4v3ik64sd6d2ItincV2ZE0II0XRYnMw98MAD5ldiYiKvvfZajfusWLGiNrE1CEcqTRKXabp6hUpLQUkBG9JzWRafUj/JXOQa+G4CnPoSCjJMV+WAEsMAPncbwE37djH1TAJpRYXwxxLTKgNWSMwx3UIO9DI9a/bCmGf4rlcfhg182K6HYQl1YA+G+5omMFjz3Fxc8hkAvFzccXOW2otCCCGsY/fSJGvXriU0NJTQ0FCcnJyYPn16jfs4VImPKxypNEnKlYSnR/N2TO45GXQebEnPRkn8s8qF1O3q7HrIjYc/34INEyE/megSDfedi+e9Hf9LUWkxyVpvPopPhqQjEGV50d3ikmLS8rMBCNQHA+Dc4yFCpu8C3451cjjVUqkJ73AjAH/GRpCVb9m5vZx6EYBgj8ZRlkQIIYRjsXtpkmbNmjF//nzmz5+Pj0/jKIB6XVMUknMzAAj2DuHOfneC1o3YohLO5uVD/O91OLax/HN5JXnklpbyWCKcTolGrVKb6pU5ufFdlsL5/EK48KPF3SfnJKNcKRgc2EgmDvTpcRfuGjXGohz2nLLsyu3ljDgAgrya12VoQgghrnMWJ3MqGx46X7t2rdX7CAsVZZNcZCoU7K9vQZh/GG0C2oKTO1vTsyB2V92NnZ/CpuRkHjh9kd0t70IJGsLiPD/iiktxcXJh+YzlvHfne7Txb4NR58nblxJREo9AaZFF3SdmJYKxBLUK/Hxa1d1xWMGpxWCGepsWn//pwOcW7ROXlQRAkHfLOotLCCGEqNPiUo8//nhddn99K0glpdhU9sJPb0oWRnUa9fet1rjfoKSgbsbOjmVlUirHcvJ5ateXPBxXwC+p6QDMGTOHzsGd0ag1PDXqKXByY39WLvsy0k1Fji2QmBkPxhL8nLRo3APr5hispdExsZPpVusfUQeITYutvr1i5PKVK6dBfq3rODghhBDXM4vrzKWmpjJy5EirljSSOnN1KD+F5OJiUKnwv3Ll56aON/HhjveJzY3nbFYa7aI2wQ2T7D60khlDbEExaHSggkPRhwAY03kME7pPMLfr37o/Q24Yxm9/xvBVUhqDE/4AQ58a+09KuwhAoJMTuDaeGdF9BsyixYHvuVSYx4Z9HzP7H4uu2VbJS+FyoenKaVBAAzznJ4QQ4rphcTJXXFzMjh07rOrclluzDW3u3LlMmDCh0U+CKM1NIr2kFFRO+HmYZlq28mtFm8B2nM9PYmt6Fu0iv4K2t9q9Llta6hnyjUZwcuK+gffxzaFvaOHdgrnj5lb6M5/Sewq/HVvPwexUsmL34tnjkRr7TyhL5nTaRpXMqQ19mNSyA++dPc4PB7/i32P/g5PWqcq2aSmRFBpNv/gEG7rUZ5hCCCGaiM2bN/PDDzWXxLL4NmtgYCBGo9GqV0BAQK0OoiE4ymzW1PSLpmofai3+Hn+v+zmq0yhw8THdas04DwkH7T52TKKpfppa68y/h/+bbU9v44sHvsDd2b1S235h/XB386NUgd0XDkJx9ev5wlWrPzi7grYRlfRQqZgwdDYaFaRlJ7D7r5+v2TQu4S/TD2otzX3kmTkhhBDWs/tsVluust1+++1W7yMsk5JxZTapWotfs7+vXo3uNBo0zsQanfgjOw8iv7L72LEpFwBo7hmAk9YJnVZ3zStUOq2OYZ3GgErFtvRMSDxcY/+JWaZVFgKb+dTvag8W8Ok0lXBff1AU1u58B6PRWGW7+JRzAPi7eqDT6uozRCGEENeZOp0A8c4779Rl99e1lExT2QtPZ/dyyUJL35YMbD0QXHxYnZQKcb9BVg0P61tDUbh0ZamtEAtXNRjRaTRoXdmflUtu7G/Vti0sLuRCmilRDfFqPIvTm2l0TO49FTA9K/jv/xlGdFTlY4pLjQKguUfjuU0shBCiabI4mSssLGTPnj3s3r2bgoI6miUpLJaclQiAn7t3pc/u6n8X6JqxL6eYqPwCOPmF/QYuSCc2z3SrNMT/Bot2GdhmIC4ueooVhd9qqNF2NPYoRcUFqFXQq3njWs+0TL+hz3JHUBAoRg7HHOGO98byy/ezyrW5fCXhDdZLjTkhhBB1y+JkzsPDg3vvvZcZM2YQH2/5YuOibqTkpACUu8VaZkDrAbT2aw2uvnyVlAbnv4fMi/YZOOcSsYWmenEhhs4W7eLi5MKQG4YCsC02EvKvPct5/4X9YCylm7sr7p5BtY+3DqjcA3jm0b18/I9naNnMlKQu2LWCwzv+nt16WWrMCSGEqCcWJ3MXL14kKiqKCxcuEBYWVpcxCQsk55rquvl7Vr4VqVKpTCtC6PT8lFlIRnERHH3fLuMqWTGmZE7tRAvfVhbvN6LnVFCp2ZuVQ/7Fbddst//CflBKGODZrFHNZK3ELYBeI19m1bzTtPMPo0RReObn14k5/BkoCnFlq3P4tW3YOIUQQjR5dfrMnCOaO3cumzdbtlxTgyktIrnAdKvTz6vqq1fjuo7Dy82LQhdfvk5Kh9gdFhftrU5GyhlyS42gcSLEO8Ti/YbcMBxnVz2FRoUth1ZW2SY1J5WzSWehtIj+Hu7g0vjXNHVzacY7j/yKv4c/WSWlPLH2abLObCChrMZcoNSYE0IIYZvNmzczd+7cGttJMleBQ5Qmyf979Qf/a6xd6uzkfOXqnAcr0wpIKiqGw/8DVhR9rkrslbIkKo0zwd7BFu/n5uzG2E6jAPjm9O8oRTmV2hyIOgClRXiojHRydwE/x6jPFqAP4q0HN+Di3IyYgiLmfPlvSq+c5iCpMSeEEMJGdi9NIhqRglTT6g+AfzVrl97d/278PfwpcPHjg8vJkBwBqX/VauhLqaayJIEeflaX3Jg6/HFQqYjMzeOvo19W+nz/hf1QnEtfD3fTMl5ejnM7v2NID+ZMeh3UGg5lmRJVtVpLoBVXL4UQQghbSDLngEpzE02rP6g1+FXxzFwZV50rs26cBVpXfsws4lRuPpzfWKuxY9NNJVFCbCiE26FFd7r6mxK0b/aXX6xeURQOXDgAxTkM8HSHoEGNrsZcTSb0m86YnlPN7w3uXmjUmgaMSAghxPVAkjkHlJp2ZfUHVfnVH6pyc5eb6dS8EzjrefNSIsqFTVBiY2mZwixicjMBCLHxwf6pfacBsCX6OBlXyqsAnE8+T2pOChTn/p3MORiVSsXcqe8SbOgMKhUtZPKDEEKIeiDJnANKyYgx/VBh9YeqqNVqnhr1FDh7cjS3gIjMVIjZbtvAV5UlaWHjg/03DZ6F3klLsbGU9bveMm9f88caKMkjROdEkIsLGPraFmMDc3d25637v2J4/39y/4SlDR2OEEKI64AkcxU4wmzWlIyqV3+4lh4te9CjZS/QefJtcrqp7pwtMqO4VFgMai0h/rZdddK5ejOpdU8APv19FZHxkRyOPsyGoxugOId7DT7g1xV0HrbF2Ai0CWjDm7e/Q98wx0xIhRBCNA4ym9VGjjCbNTm7bPUHvcX73NbrNnDWszU9m/RLByD7ktXjZl3+k6ySUtC6EOJj+4P99498ijAXHUX5GTyz6kH++/N/Aejh6sQtvnqHvMUqhBBC2JvMZm1qMi/ChlthzTBSEo8DVa/+cC0jO45E7xlEsVrLD6mZcP4Hq0OIjTtk+kHrSgvvFlbvX8at7QTe6H8zbho1CYkniE65iBaFeQZ31CoVBA20uW8hhBDieiPJnKM49hHkXIKSPJKLTGVJ/LwtL92h0+qY2GMiOHvxbUo6xtid1o1fWsS5hEgAAr2CcXFysW7/q6lUhI5YzKKwllBaBDlxPOBRQpirMzjrwaeD7X0LIYQQ1xlJ5hxB9iWI2UZ+qZHk9vdx2X8g6Nvgb+hqVTe39boNlc6DuMJi9sdEQF6S5Tunn+V4jmnVic6hfawat0qeoQwf+jiLWgUx09eZGd4aUGuh52xQyddSCCGEsJS2oQMQFji5kmPZOfzrfALFsVfqs2l0NZYlqSjYO5iB7W5k36EYfkzNZFDcXrhhkmU7p/7Fsdx80OjoFmqnB/s7z+Dm2F2QcRZa/wO6/hOaVb08mRBCCCGqJslcY5efBud/4KP4FIqdfcybdVodvUN7W93dmM5j2RfxLfuysim59BtaC5O5nPjDRBUUgs6LrsHWXRG8Jo0Oxi433WrVNbNPn0IIIcR1RpK5CubOncuECRMaz4zW02s4k5PFgZwC0IewePJiugZ3xdPFEzdnN6u7G9RmECpdM3IKMzl2dge9hhWDxqnG/f66uB9FAa3OnY7N7bh4vEZnegkhhBCinM2bN/PDDzVPWJSHkypoVKVJivPhzDpWJaaBiw/tDO25qeNNGLwMNiVyAN7u3nRuaXrm7be0FNN6rTUpzOJYchQA7Q2drF6TVQghhBDWk9IkjYGi1G7/i5tIykllc0Y2OHszfcB0VHZYr3RI+xGgdeW3rBy4vK/mHdJOcTw3H1QquoZJ2RAhhBCiMZFkrqLorbD1UTi7vnb9HPsE1o4w9WcLRYHIr/kqKY1SnScBXs0Z1WlU7WK6YkjbIaBrxoX8QuLPb6mxvTH5OCdyC0DjTLeWvewSgxBCCCHsQ5K5ipKOQMIBuPir7X3kp8GJ5VCUDXtfhPgDNsRxmJy0M3ybkgEuPtzV/y60Gvs84tje0B4/vano72+XTkLO5Wrbx8T8fmXlB1e6BHexSwxCCCGEsA9J5ipqEU5acQlpcX+YkjJbnF5DdF42XySkklNcCLuegdST1vUR+TUbUjLIU7vg7ubDpJ4WlhCxgEqlYlCHUaDW8ltmDlz4+dqNM85z/MJvAPh6BNLcq7nd4hBCCCFE7UkyV8Gbx3Yy9sQFvkpMgUs7re+gOA/j6bU8eyGOd1NLeCo6naKiXNjxBBSkW9ZHbgIlMTv4Msk08eG2Xrfh7uxufSzVGNJ2KDjrOZidS8HZDaAYKzcylsLvL3M8O8d0i7XtcLs8syeEEEII+3GoZO6DDz6gZ8+eDBo0iHHjxhEbG3vNth06dCA8PLzcy8/Pj7fffrvaMfZ8tZf0WCd+Tc9CuVjz82SVnPuefSnxXCgoBlc/DitevHwpDWN+KhxYbNmkiAs/82taBkklKjTOXtzR9w7r46jBgNYD0Ln5U2RU2B13BpKOVm4U+SUFySfYl5ULzZrTtUUPu8chhBBCiKpt3ryZuXPn1tjOYZK59evXs2jRIrZs2cK+ffsYMGAAt9xyC0ZjFVeUgPbt27Nz507za8uWLTg7O3P77bdXO857b72HVwd/4gqLORX1GxRkWB6ksQQiV/NFYio46wnwag4aJzbn6/jwcjLEboeoTTV2oyT+yaqkVNB5MKbLWAI8AyyPwUJuzm6EdxoNTm5sSM2Ac99fFYDRFOfR/+O9uCQSNB7oXLwY0WGE3eMQQgghRNWaXGmSN954g3vuuQc/Pz8AHnvsMSIiIti2bVuV7b///vtK7/v27UtQUPXLRYX4hNC+RU9QqdmSlgGxOy0P8ugH/JUUxeHsPHD14dVJr3JXv7vA2ZPP0otNz6cdfK36NVGNpRw8v48zeYXg5Mb0AdMtH99Kt/a8FZz1/JGVy+WzP5ueETy3ETZOgb0v8UdGOl+n5oBrALNunEULnxZ1FosQQgghbOMQyVxRUREHDx6kW7du5m16vZ7Q0FD27t1rUR+ffvopDz30kEVtR3cZCzoPtqRno0RbeKv17AY4+YXpqpyrH11DetE9pDtP3PQE/cL6gZuBl2NTSMnLgB1PQnFu1f2kn2Z7ajIAfVoP4obAGywb3wZ9QvsQ5N8OVGo2JiXBd+Nh/0LIjiG6sJiFyaXgGUqv0N51cqtXCCGEELXnEMlcSkoKJSUl+Pj4lNvu4+NDfHx8jfvHxMRw+vRpxo4da9F4ozqNAp0nCUXFHD+/C7bNgsPvQeTXptuPiUdMkwPAdEsyeiv8sZjTeQVsz1WBm7+5wK9arWbhxIXom/mS7hzAgugEjGmRsPNp05qkFSUd4c/sXNDoGNTuRovitZVarWZiz0mg82RjagbG0iKO5RXzdIqOKXGQoPHEzcWLBRMXoFY7xFdFCCGEuO441NqsVc2ktGR25bJly7j//vstTkiC9EF0atmHk6fi2ZKWSbf4/RC/v3wjZy9oPgCSj0PuZZKKinkyJh2lWRCt/VoT3j7c3NTPw4/5/5jPk988yf7CEj6NT+Uh1SHY+x8Y+iqo/o4rLWYfUQVF4KKnT6s+FsVbGxO6T+CjHe+TlKdwe7yGqAIjqItA7USobyhzxswhSF/9rWkhhBBCNByHSOb8/f3RarWkpZWv+5aWlobBYKh2X6PRyMqVK9mzZ49FY82dOxedTkdyfCqZTr786utNT8/+hCnZ+KsKcS/JRZWXCIWZcHEzADmlRh6LyydJ54+nqxevT329UuI4tN1Q7uh7B2sOruHjrHT8nNKZzFY40Q66PmBqpBg5HGVaXsvN1Zv2hvYWxVwbgZ6BDLxhKPvO7yOqyAhqDT1CenDvwHsZ0naIXJETQggh6tnmzZvZvNmUYxQVVXEXrwKHSOacnJzo27cvx44dM2/LzMwkOjqawYMHV7vvL7/8QpcuXQgODrZorFdffRVPT08SsxIZ/+54Uo0w59jfKzho1BoM7n4M9QtgkIvCXwWlbExLIl6lRuek461pbxHqG1pl30+OepL4zHh2ndnFkuQk9NosRkT8H/h2gqABkHmRP9NMz8v1aNUfjVpjUcy19a9h/yI6NZp2ge2YPnA63Vp0q3knIYQQQtSJMWPGMGbMGACysrJ4//33q23vMJddnnnmGVatWkVqaioA7733Ht26dWPkyJHm93feeWel/ayZ+HC1QM9A5oyZQ7cW3Wjm3My8vdRYSlx2Mmui/uKxUyf5KOo08bnpaNQaFk5cSI+WPa7Zp0at4dVJr9KrZS+Mrv7Mu5TBidw8+G0uZMWanpfLyQO1E33aDrc6Zlt1Du7M97O+5/Wpr0siJ4QQQjgYh7gyBzB58mQSEhIYNWoULi4u6PV6Nm7caL4NGBMTQ2RkZLl9kpKSOHr0KDfffLNNY07rO41pfaehKArpeemk5aaRmZ/Jycsn2XF6B8cvHSfQM5AJ3ScwofsEi54tc3Zy5q1pbzHz85mcV0p5JuoSK520+P98F+laPRfyC8HZi16hsqC9EEIIIWqmUhRLliRo+rKysvDy8iIzMxNPT0+L9ikqKUKr1tr0XFlcehzTl00nKyeRzmTySesAfsvMYc6FONz0oWx/8RhajcPk2kIIIYSoA5bkJw5zm7Ux0ml1Nk8QCPYOZultS1E7ufOXJoB/Jmr4PjUTgB5hAyWRE0IIIYRFJJlrQH3D+vLc2OdQqTScLFTYqwoEr9b0ajO0oUMTQgghhIOQZK6CuXPnmqcD14fbet/G5w98TqfmnUCjA62zacUIIYQQQlzXNm/ezNy5c2tsJ8/MXWHLM3P2ZDQa+eWvXygoLmByr8n1Pr4QQgghGh9L8hN5MKuRUKvVjOs6rqHDEEIIIYSDkdusQgghhBAOTJI5IYQQQggHJsmcEEIIIYQDk2SugvqezSqEEEIIURWZzWqlhp7NKoQQQghRkawAIYQQQgjRxEkyJ4QQQgjhwCSZE0IIIYRwYJLMCSGEEEI4MEnmhBBCCCEcmCRzFUhpEiGEEEI0BlKaxEpSmkQIIYQQjY2UJhFCCCGEaOIkmRNCCCGEcGCSzAkhhBBCODBJ5oQQQgghHJgkcxXIbFYhhBBCNAYym9VKMptVCCGEEI2NzGYVQgghhGjiJJkTQgghhHBgkswJIYQQQjgwSeaEEEIIIRyYJHNCCCGEEA5MkrkKpDSJEEIIIRoDKU1iJSlNIoQQQojGRkqTCCGEEEI0cZLMCSGEEEI4MEnmhBBCCCEcmCRzQgghhBAOTJI5IYQQQggHJslcBVKaRAghhBCNgZQmsZKUJhFCCCFEYyOlSYQQQgghmjhJ5oQQQgghHJgkc0IIIYQQDkySOSGEEEIIBybJXAUym1UIIYQQjYHMZrWSzGYVQgghRGMjs1mFEEIIIZo4SeaEEEIIIRyYJHNCCCGEEA5MkjkhhBBCCAcmyZwQQgghhAOTZK4CKU0ihBBCiMZASpNYSUqTCCGEEKKxkdIkQgghhBBNnCRzQgghhBAOTJI5IYQQQggHJsmcEEIIIYQDk2SuApnNKoQQQojGoEnOZv3ggw/45JNPcHV1Ra/X89FHHxESEnLN9gcPHuTFF18kJyeHvLw8AgICWL16NX5+fpXaymxWIYQQQjQ2TWo26/r161m0aBFbtmxh3759DBgwgFtuuQWj0Vhl+1OnTjFt2jTeeecd9u7dy59//omHhwd5eXn1HLkQQgghRN1xmGTujTfe4J577jFfVXvssceIiIhg27ZtVbZfsGABd955Jx07dgRArVazbt06WrZsWW8xN0VN/RZ0Uz8+RyZ/NjW7Hs6Rox6jo8Zdn5r6OarL43OIZK6oqIiDBw/SrVs38za9Xk9oaCh79+6t1F5RFH755Rc8PDyYNm0agwYN4pZbbuHo0aP1GHXTJH/ZREORP5uaXQ/nyFGP0VHjrk9N/Rxd98lcSkoKJSUl+Pj4lNvu4+NDfHx8le2zsrJ44403mD9/Pvv27WPixIkMHjyY2NjY+grbrpr6l7wmTen46+pY7N2vPftrLH9+tYnD1n3re7+6HMfamCxtXxfHakmf9dmmtn3U5ef1+Zkt58ravuyxvbZta/Pdt+Ucaa3eowGpVCqLthUWFgIwYcIEOnfuDMDMmTNZsGABy5cv5z//+U+lfcrmgWRlZdkzZLv54YcfGDhwYEOHQVFRUYOco/o6/vo4vro6Fnv3a8/+7NGXPf5sahOHrfvW5362nCNrxrE2JkvbW9OvpcdoSZ/12aamuGvqoy4/r8/PqtvnWufI2r7ssb22bavaVtXxWbJv2T7VzldVHEBRUZGi1WqVlStXltseFhamzJ8/v1L7nJwcRaVSKS+88EK57QMGDFAeeOCBKseIjY1VAHnJS17ykpe85CWvRveKjY29Zp7kEFfmnJyc6Nu3L8eOHTNvy8zMJDo6msGDB1dq7+7uTqdOnUhISCi3PTk5+ZqlTIKCgoiNjcXDw6PKq31CCCGEEPVNURSys7MJCgq6ZhuHqTO3fv16Zs2axfHjx/H19eWVV17h22+/5c8//0StVvPee++xb98+vvrqKwCWLVvGnDlzOHbsGMHBwfz6669MmjSJEydOEBYW1sBHI4QQQghhHw5xZQ5g8uTJJCQkMGrUKFxcXNDr9WzcuBG12jSHIyYmhsjISHP7mTNnkp6ezujRo/Hx8UGr1bJ161ZJ5IQQQgjRpDjMlTl7sHYFiVWrVvF///d/aDQa0tPTGTx4MB9++GE9Rlz/rDlHR48e5ZlnniEvL4/S0lJatmzJO++8Q3BwcD1HbR8pKSnMmjWLAwcOEBUV1dDhXHesOf/h4eGVts2cOZPp06fXUXSNl6IorFixghUrVpj/rerfvz9LlixBr9c3dHgWs+U4Gvv34Pvvv+ejjz6ipKSE9PR0XF1dee211xgwYEBDh9Yo3X777Rw4cICLFy82dCh2s2DBAjZs2FDuO9y7d2/efPNN+w5kxTwEh/btt98qBoNBSU5OVhRFUV5++WWlZ8+eSmlpaZXtP//8c2XQoEFKRkaGoiiKkpycrIwePbre4m0I1pwjo9GotGjRQnn22WfN76dOnaqMHDmyXmO2l+PHjyvDhw9XHnnkESU0NLShw7nuWHv+hw8fXucxOYrs7GzF3d1dOX36tKIoipKbm6v0799fue222xo4MuvYchyN/XswZswYZd26deb3c+bMUXx9fa/5/871bNu2bYper29y//7Onz9f2bFjR52P4xB15uzBmhUkSktLef7555k/fz5eXl4A+Pn5NZpaWXXFmnOUmprKpUuXuPHGGwFTiZjw8HD2799frzHbS9mfb9++fRs6lOuSnH/bOTk5sWDBAtq1aweAm5sbd999Nz///HP1pQwamaZyHFf773//y6RJk8zvhw4dSmpqKpmZmQ0YVeNTXFzM888/z7PPPtvQoTis6yKZs3YFiYiICOLj40lNTWXMmDEMGjSIBx98kOTk5PoMu15Ze478/PwYNmwY69ato7S0lIKCAjZs2MDQoUPrM2y7MRgMODs7N3QY1y1bzv/s2bMZNmwY4eHhLF26lOLi4jqKrnFzdnbmmWeeKbctLy+PgIAAh5qZb+txNObvQe/evc3PdWdnZ7Ns2TJmzJiBt7d3A0fWuLz99ttMnTq12tmajmzZsmWEh4czZMgQZs2aRUpKit3HuC6SOWtXkDh//jwA77zzDl9//TV79uyhuLiYUaNGYTQa6yXm+mbtOQLYsGED0dHRhISEEBoaSrNmzfj666/rI1xxnevduzeTJk1i9+7dfPvtt3z77bf8+9//buiwGgVFUVi3bh1z5sxp6FBqxZLjcJTvwe23305QUBBOTk68++67DR1OoxIXF8fatWt54oknGjqUOtGqVSv69evHtm3b2LlzJ8XFxQwbNoyioiK7jnNdJHNlrF1B4uGHH0av16PRaHjxxReJiIjgt99+q/M4G5Kl56i4uJibbrqJNm3aEBsby+XLl/H39+fRRx+tjzDFde7NN99kxIgRAPj6+jJv3jw+++yzOvmN19G88847tGzZkocffrihQ6kVS47DUb4HX3/9NWlpabRo0YK+ffuSk5PT0CE1Gk899RSLFy/GycmpoUOpEzNmzGD27NloNBq0Wi1Lly7l1KlT/PDDD3Yd57pI5vz9/dFqtaSlpZXbnpaWhsFgqNS+7OrU1Zd8y2Z0RkdH12GkDcfac7Rt2zYOHz7Miy++iEajMSe8q1atYs+ePfUVthAAhIaGAlz3s5DXrFnD9u3bWb16tUPdYq3I1uNozN8DJycnlixZwvnz5/nmm28aOpxGYfv27SiKwk033dTQodQbvV6Pl5cXFy5csGu/10UyZ+0KEn369EGtVpdbQaLsebnqSpk4MmvPUdlzKTqdzryt7OeKCaEQ9pSUlMTSpUvLbSt7FKCp/v20xNdff83KlStZt24dLi4unD171nyXwZFYehyO8D1YvHhxufdOTk7odDq5MnfFpk2buHjxIuHh4YSHh7NkyRISEhIIDw/n6aefbujw7KLiceTm5pKVlWX/72idz5dtJL799lulefPmSkpKiqIoirJo0SKlR48eSmlpqZKenq4MGjRI2blzp7n9PffcowwdOlQpLCxUFEVRnn/+eaVr165KcXFxg8RfH6w5R8nJyYqPj4+yaNEi8/6LFi1SvLy8lMTExAaJ3x6WL1/e5KbGO5Kqzn/F715UVJTi5+dnXqcwPz9fuemmm5SJEyfWd7iNxpo1a5Rhw4YpSUlJSnZ2tpKdna3cfffdSlRUVEOHZpXqjsMRvweurq7K8ePHze8//vhjxdnZWTl58mQDRtV4NcV/f1u1aqVs2rTJ/H7evHlKixYtlKysLLuO4zArQNRWdStI5OfnExkZWe45iw8//JAnnniCnj174uvrS0BAAD///DNabdM9ZdacIz8/PzZt2sQLL7xgLh3g4uLCpk2bCAgIaOAjsV5+fj4333wzCQkJ5t8Mp0yZwqxZsxo6tOtCdee/4nfPYDDw+OOPM2XKFFxcXMjJyaF///7897//beCjaBgJCQncfffdlJaWVvq798orrzRQVNar6Tgc8XuwePFiHnroIXQ6HUVFRWi1Wn766Sc6duzY0KE1Ov/4xz84d+6c+e//rFmzmDJlSkOHVWuvvPIKS5YsYcmSJRQUFBAQEMDWrVvx8PCw6zjX1QoQQgghhBBNzXXxzJwQQgghRFMlyZwQQgghhAOTZE4IIYQQwoFJMieEEEII4cAkmRNCCCGEcGCSzAkhhBBCODBJ5oQQQgghHJgkc0IIcZ0xGo3k5uY22PjZ2dkNNrYQTZEkc0IIi3Tr1g03NzdUKhW+vr6VFsf+9ddfUalUfPLJJ+W2L126FIPBgFqtxmAwcPjw4foM22z8+PH4+PigUqlYsWJFg8RgC3vHffHiRfr378/p06drH5yNxo8fz5dfftlg4wvR1EgyJ4SwyLFjx3jppZcAePfdd9m6dWu5z7dv3w7Atm3bym1/7rnn2Lp1K/369SMhIYFevXrVT8AV/PTTT6xfv75BxrbEggULUKlUXLx4sdx2e8YdHx/P0KFDuffeexvszwHg008/5amnnmL16tUNFoMQTYkkc0IIi40YMQL4O3G72rZt2/D09GT79u1UXCVw+/bt5n1Fw3nkkUcIDQ1l9uzZDRpHu3btWLBgAQ8//DDx8fENGosQTYEkc0IIi/Xp0wcvL69KV98yMjKIj4/nzjvvJDk5mePHj5f7fPv27YwcObI+QxUVnDhxgg0bNvD00083dCgAPPDAA2i1Wv7nf/6noUMRwuFJMieEsJhGo2HYsGFER0dz4cIF8/adO3cyfPhw89W3q5M9o9HIgQMHGDx4MAC7du3ijjvuICwsDD8/P0JCQnj88cfJyckx7zN27FicnZ1RqVQYDAbzc3iHDx/GYDCg1Wrx8/Pjjz/+AKCgoICXXnqJ1q1b4+PjQ3BwMP/6179ITk626LiMRiNvvfUWHTt2xMfHh8DAQO66665yx/jf//4Xg8GASqVixowZrF27lp49e+Lp6Un//v05dOhQpX6Tk5O555578Pb2JigoiFGjRnHixAlUKhWurq4YDAbOnTtHt27deOONNwDo27cvBoMBg8FAWlpapTgXLFhA27Zt8fb2ZtKkSSQlJVl0jF9//TVApSuk7du3p1mzZuVu8cbGxmIwGNDpdLRq1crc9osvvsBgMKDRaAgPD2fXrl30798fT09P+vXrZ/7zeOutt2jbti1+fn7cf//9VU620Ol0DBkyhDVr1lgUvxCiGooQQljh7bffVgDlk08+MW+bNWuW8umnnypJSUmKSqVSxo8fb/7s4MGDSnh4uPn9bbfdpoSHhyvJycmKoijKkSNHlJCQEGXq1KnlxnnuuecUQDly5Ei57UlJSYqvr6+Sl5enKIqilJaWKqNHj1aCg4OVQ4cOKYqiKOfOnVO6du2qtGvXTsnOzjbvu2PHDgVQli9fXq7PmTNnKh4eHsqWLVsURVGUhIQE5cYbb1T8/f2VS5culWsLKB07dlReeOEFpbCwUElPT1f69eun+Pn5Kfn5+eZ2hYWFSvfu3ZWQkBDlr7/+UhRFUSIiIpT+/fsrgHLfffeV63f+/PkKoERFRVU652Vxd+/eXVm7dq1iNBqVU6dOKb6+vso//vGPSu2rEh4erhgMhio/u9bYw4cPV0JDQyu1Dw0NVcLCwpSHH35YycvLU7KyspSBAwcq/v7+yscff6xs2LBBMRqNyr59+xSNRqO88MILVY47Z84cBVBiYmIsOgYhRNXkypwQwipVXX3btm0bI0aMwN/fn65du7J7925KSkqAys/LtWnThtdffx0/Pz8AevTowbx581i7di1nz541t5sxYwYAn3/+ebnxV69ezaRJk3B1dTW///XXX1m0aBG9e/c2j/HWW29x5swZPvzww2qPZ8+ePSxbtownn3zSPEM3MDCQjz/+mOTkZBYvXlxpn7S0NBYuXIhOp0Ov1/PQQw+RkpLC77//bm6zbNkyIiIieO655+jUqRNgmhFcm+fVWrduzZQpU1CpVHTo0IHx48fzyy+/UFRUVOO+Z8+eJTAw0OaxK4qLi2PRokW4urri4eHBQw89RHJyMlu3buWWW25BpVIxcOBABg0axLp166rsw2AwAHDmzBm7xSXE9UiSOSGEVbp27UpAQAA7duwATDMkCwsLCQsLA0zJXnZ2tvmWW8Xn5ZYuXUqfPn3K9XnDDTcAcOrUKfO2Dh060K9fP1avXk1xcbF5+4oVK7jvvvvM77/55hsARo8eXa7PssRu8+bN1R7PtfZv27Ytnp6eVe7fq1cvtFqt+X1ISAhAuYf5N27cCJhuGV8tPDy82niqM2DAgHLvg4ODKSkpISUlpcZ9U1NTcXd3t3nsitq2bYuvr2+5WIBKf7YtWrTg0qVLVfZRFk9qaqrd4hLieiTJnBDCKiqVivDwcBITEzlx4gTbt2/nxhtvNH9+9ZW74uJiIiIi6Nevn/nzuLg4Zs+eTZcuXQgMDMRgMDBlyhSASs+IzZgxg+TkZDZt2gRAREQEOTk5DBkyxNzm3LlzgCl5K3vWzGAw0LFjR9zd3Sv1WVHZ/rfeemu5/Q0GA4qikJ6eXmmfsquKZXQ6HUC5K2RRUVEANG/evFzbsqtRtrBk3GspKioql4DWVsVYnJycqtyu0+nIz8+vso+yeCyJXwhxbfb7my2EuG6MGDGCb775hu3bt3P06NFyBYSHDx+ORqNh27Zt3HjjjfTs2dP8n3Z2djYDBw5EpVKxfv16evXqhUqlYufOneUSwjJ33HEHTz75JCtWrGDixImVrsoB5jIo58+ft+nKU9n+O3fupHPnzhbto1bX/HtwWb9KhTIttWHJuNfi5uZW7gqnJYxG4zU/U6lUVm2vSlkS5+bmZlVcQojy5MqcEMJqZbdNt2/fXumZOE9PT/r06cPvv//Ojz/+WO4W67Zt24iNjeXRRx+ld+/eNf7H7+3tzcSJE/nxxx9JSEjgq6++4t577y3Xpl27doDpil9Fp0+f5tixY9WOUd3+MTEx5tvF1mrdujUACQkJ5bZXfF9fmjdvTkZGRrVtyp5zLGPpbGBblcUTFBRUp+MI0dRJMieEsFrbtm1p2bIlv/zyC+7u7pVuHY4YMYKioiI++OCDcomes7MzUPnqTWxs7DXHuu+++yguLua+++6jU6dOhIaGlvt82rRpAGzYsKHcdkVRuP322yutVFHRtfYHmD17NqtWrap2/2uZMGECgPkWcZmdO3dW2b7sqmJZQrVy5coqizPbqnPnzlUmrFe7+vPk5GTOnz9vt/GrcunSJdRqNR07dqzTcYRo6iSZE0LY5MYbb6SwsLDKlR3Ktjk5OdG9e3fz9kGDBtG8eXPef/99IiMjAdMsy1deeeWa44wdOxaDwcCvv/5qnuF6tbvuuoubb76Z1157jT179gCQl5fH008/TUFBATNnzqz2OIYMGcK//vUvli9fznfffYeiKBQXF/Pmm2+yf/9+nnnmmRrPRVVmzpxJ165dWbp0KSdPngRMS6JdKzns0KEDACdPnqSwsJAlS5aQmZlp09hVGTlyJFlZWURHR1+zzfvvv09hYSF5eXnMnTuXFi1a2G38qkRERNC3b1+8vLzqdBwhmrwGLIsihHBgX3zxhQIo69evr/RZXl6e4uzsrEyePLnSZxEREcro0aMVvV6vtG7dWhk9erS5dp2np6cyZsyYSvs8/fTTiru7u5KTk1NlLIWFhcrLL7+stGnTRvH391fCwsKUf/7zn0pcXJy5zbhx4xRvb2/zOD179jR/ZjQalXfffVfp3Lmz4uvrq4SGhirTpk1TIiMjzW0+/vhjJTAwUAEUFxcXJTAwUFEURXnsscfK9Xt1/ImJicpdd92leHl5KcHBwcqECROUCxcuKIBy//33lzuG0tJSZebMmYq/v78SHBysPPjgg0ppaakyY8aMcv1PmjRJURRF6dOnj+Lu7q4Aip+fn/Lyyy9XeW7KpKSkKK6ursrbb79d6bOyOnPdu3dXPD09lc6dOytbtmxRhg8frqjVaiUwMFBZvXq1smnTJiUwMFBRq9WKk5OTEhgYqERFRSmPPvpouRgnTpyolJSUKIGBgYqLi4sCKIGBgcrHH39sHvPy5cuKk5OT8tFHH1UbtxCiZipFsePTuUIIIaqVmJiIwWDg2Wef5bXXXqvXsRcuXMhHH33EuXPnzHX6ABYsWMDLL79MVFRUuRUf6tLjjz/O1q1bOXr0qHkmrBDCNnKbVQgh6siQIUMqTSooKyw8bNiweo9n3rx59O/fn9tuu43CwsJ6H7/MihUrWLt2Ld99950kckLYgSRzQghRR/bv38+8efPMiVPZihDDhg1j3Lhx9R6PRqNh3bp1DB48mIiIiHofv8wff/zBgQMHzDOJhRC1I3XmhBCijixZsoTvvvuO1q1bk5+fj4eHB1OnTuXll1+uVc242lCr1cybN69Bxi7zwQcfNOj4QjQ18sycEEIIIYQDk9usQgghhBAOTJI5IYQQQggHJsmcEEIIIYQDk2ROCCGEEMKBSTInhBBCCOHAJJkTQgghhHBgkswJIYQQQjiw/wd397MoQ6dBXwAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define new parameter arrays for thr 1D atmosphere\n", "PT_params_1D = np.array([800, 0.0, 1400]) # Delta_T_term = 0\n", "log_X_params_1D = np.array([-2.3, -4.5, 0.0, -4.0, 0.0]) # Delta log (CO) = 0 and Delta log(CH4) = 0\n", "\n", "# Create a new 1D atmosphere\n", "atmosphere_1D = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params_1D, log_X_params_1D, \n", " geometry_params = geometry,\n", " N_slice_EM = N_slices)\n", "\n", "# Generate the 1D transmission spectrum\n", "spectrum_1D = compute_spectrum(planet, star, model, atmosphere_1D, \n", " opac, wl, spectrum_type = 'transmission')\n", "\n", "# Add the two spectra to a plot collection\n", "spectra = []\n", "spectra = plot_collection(spectrum_1D, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_2D, wl, collection = spectra)\n", "\n", "# Produce figure and save to file\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_min = 0.6e-2, y_max = 1.20e-2,\n", " spectra_labels = ['1D Model', '2D Model'],\n", " colour_list = ['darkorange', 'darkgreen'],\n", " plt_label = '2D Evening-Morning Effects')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The largest spectral differences are in $\\rm{CH}_4$ and $\\rm{CO}$ absorption bands (as expected, since these are the molecules with abundance gradients). However, the $\\rm{H}_2 \\rm{O}$ bands are also affected by the changing scale height around the terminator plane (despite $\\rm{H}_2 \\rm{O}$ having a uniform abundance in this model).\n", "\n", "Let's look at the effects of the composition gradients separately:\n", "\n", "2. How different would the spectrum look without the $\\rm{CH}_4$ and $\\rm{CO}$ evening-morning chemical gradients (but keeping the temperature gradient)?" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define new mixing ratio parameter arrays\n", "log_X_params_no_CO_gradient = np.array([-2.3, -4.5, 0.0, -4.0, -1.5]) # Delta log(CO) = 0\n", "log_X_params_no_CH4_gradient = np.array([-2.3, -4.5, +4.0, -4.0, 0.0]) # Delta log(CH4) = 0\n", "\n", "# Create new atmospheres\n", "atmosphere_no_CO_gradient = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params_no_CO_gradient, \n", " geometry_params = geometry,\n", " N_slice_EM = N_slices)\n", "atmosphere_no_CH4_gradient = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params_no_CH4_gradient, \n", " geometry_params = geometry,\n", " N_slice_EM = N_slices)\n", "\n", "\n", "# Generate the new transmission spectra\n", "spectrum_no_CO_gradient = compute_spectrum(planet, star, model, atmosphere_no_CO_gradient, \n", " opac, wl, spectrum_type = 'transmission')\n", "spectrum_no_CH4_gradient = compute_spectrum(planet, star, model, atmosphere_no_CH4_gradient, \n", " opac, wl, spectrum_type = 'transmission')\n", "\n", "# Add the three spectra to a plot collection\n", "spectra = []\n", "spectra = plot_collection(spectrum_no_CO_gradient, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_no_CH4_gradient, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_2D, wl, collection = spectra)\n", "\n", "# Produce figure and save to file\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_min = 0.6e-2, y_max = 1.2e-2,\n", " spectra_labels = ['No CO Gradient', 'No CH$_4$ Gradient', '2D Model'],\n", " colour_list = ['magenta', 'orangered', 'darkgreen'],\n", " plt_label = 'Impact of 2D Chem Gradients')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The differences between these models are a little trickier to interpret. At heart, many of the differences arise from 2D evening-morning abundance variations impacting the effective area of the transiting exoplanet atmosphere:\n", "\n", "* Since the 2D model has a high $\\rm{CO}$ in the evening terminator, the mean molecular weight in the evening terminator is higher than for a pure $\\rm{H}_2$ + $\\rm{He}$ mixture ($\\mu \\approx 2.3$). Removing the composition gradient lowers the mean molecular weight in the evening terminator, thereby increasing the scale height, and hence increasing the amplitude of most absorption features (even those not due to $\\rm{CO}$).\n", "* Since the 2D model has *less* $\\rm{CH}_4$ on the evening terminator compared to the morning terminator, removing the composition gradient causes the opposite effect. Using the average (log) $\\rm{CH}_4$ abundance throughout the terminator increases the $\\rm{CH}_4$ abundance in the evening terminator, thereby decreasing the scale height, and hence weakening the amplitude of most absorption features. The strong $\\rm{CH}_4$ band near 3.3 microns is one exception, which becomes *stronger* due to the additional $\\rm{CH}_4$ absorption at the evening terminator.\n", "\n", "This demonstrates that 2D evening-morning gradients act in multiple ways to shape transmission spectra of planets with asymmetric terminators. Crucially, evening-morning gradients cause distinct spectral imprints compared to day-night gradients (see above), which is the key to disentangling these two distinct clases of planet properties using 3D models." ] } ], "metadata": { "kernelspec": { "display_name": "POSEIDON_python_3.11", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }